{"title":"Google Cloud","description":null,"products":[{"product_id":"google-cloud-fundamentals-core-infrastructure","title":"Google Cloud Fundamentals: Core Infrastructure","description":"\u003cdiv\u003e\u003cp\u003eThis course uses lectures and labs to give you an overview of Google Cloud products and services. You learn the value of Google Cloud and how to incorporate cloud-based solutions into your business strategies.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eGoogle Cloud Fundamentals: Core Infrastructure Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the purpose and value of Google Cloud products and services.\u003c\/li\u003e\n\u003cli\u003eDefine how infrastructure is organized and controlled in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eExplain how to create basic infrastructure in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eSelect and use Google Cloud storage options.\u003c\/li\u003e\n\u003cli\u003eDescribe the purpose and value of Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eIdentify the use cases for serverless Google Cloud services.\u003c\/li\u003e\n\u003cli\u003eExplore Google Clouds Generative AI tools and best practices\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePrerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eFamiliarity with application development, systems operations, Linux operating systems, and data analytics or machine learning is helpful in understanding the technologies covered.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eExam Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGoogle Cloud Fundamentals Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introducing Google Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the benefits of Google Cloud.\u003c\/li\u003e\n\u003cli\u003eDefine the components of the Google network infrastructure, including points of presence, data centers, regions, and zones.\u003c\/li\u003e\n\u003cli\u003eIdentify the difference between infrastructure as a service (IaaS) and platform as a service (PaaS). \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Resources and Access in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the purpose of projects on Google Cloud\u003c\/li\u003e\n\u003cli\u003eDefine the purpose of and use cases for IAM.\u003c\/li\u003e\n\u003cli\u003eList interaction methods with Google Cloud.\u003c\/li\u003e\n\u003cli\u003eUse Cloud Marketplace to interact with Google Cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Virtual Machines and Networks in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore the basics of networking in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eIdentify the purpose of and use cases for Google Compute Engine.\u003c\/li\u003e\n\u003cli\u003eOutline how Compute Engine can scale.\u003c\/li\u003e\n\u003cli\u003eDetail important VPC compatibilities including routing tables, firewalls, and VPC peering.\u003c\/li\u003e\n\u003cli\u003eExplore how Cloud Load Balancing functions in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eDeploy a basic infrastructure to Google Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Storage in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the purpose of and use cases for Cloud Storage.\u003c\/li\u003e\n\u003cli\u003eDistinguish between Cloud Storage classes.\u003c\/li\u003e\n\u003cli\u003eDistinguish between Google Cloud's database storage options.\u003c\/li\u003e\n\u003cli\u003eDeploy an application that uses Cloud SQL and Cloud Storage\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Containers in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the concept of a container and identify uses for containers.\u003c\/li\u003e\n\u003cli\u003eIdentify the purpose of and use cases for Kubernetes and Google Kubernetes Engine\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Applications in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the purpose and use cases for Cloud Run\u003c\/li\u003e\n\u003cli\u003eDescribe how Cloud Functions can support application development on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eDeploy a containerized application on Cloud Run\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Prompt Engineering\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine what generative AI is.\u003c\/li\u003e\n\u003cli\u003eExplain how large language models are trained.\u003c\/li\u003e\n\u003cli\u003eDetail the elements and types of a prompt.\u003c\/li\u003e\n\u003cli\u003eExplore recommended practices when constructing prompts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"266B20US \/ 2026-06-08T09:00:00 \/ Online","offer_id":47534224933083,"sku":"US-1464-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"269B04US \/ 2026-09-08T09:00:00 \/ Online","offer_id":47570765316315,"sku":"US-1464-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC25US \/ 2026-11-30T09:00:00 \/ Online","offer_id":48216579014875,"sku":"US-1464-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"logging-monitoring-and-observability-in-google-cloud","title":"Logging, Monitoring and Observability in Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis course teaches participants techniques for monitoring and improving infrastructure and application performance in Google Cloud. Using a combination of presentations, demos, hands-on labs, and real-world case studies, attendees gain experience with full-stack monitoring, real-time log management and analysis, debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eLogging, Monitoring and Observability in Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the purpose and capabilities of Google Cloud’s operations suite. \u003c\/li\u003e\n\u003cli\u003eImplement monitoring for multiple cloud projects.\u003c\/li\u003e\n\u003cli\u003eCreate alerting policies, uptime checks and alerts. \u003c\/li\u003e\n\u003cli\u003eInstall and manage Ops Agent to collect logs for Compute Engine.\u003c\/li\u003e\n\u003cli\u003eExplain Cloud Operations for GKE.\u003c\/li\u003e\n\u003cli\u003eAnalyze VPC Flow Logs and firewall rules logs.\u003c\/li\u003e\n\u003cli\u003eAnalyze and export Cloud Audit Logs instances.\u003c\/li\u003e\n\u003cli\u003eProfile and identify resource-intensive functions in an application.\u003c\/li\u003e\n\u003cli\u003eAnalyze resource utilization cost for monitoring related components within Google Cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHave completed the Google Cloud Platform Fundamentals: Core Infrastructure course or have equivalent experience\u003c\/li\u003e\n\u003cli\u003eHave basic scripting or coding familiarity\u003c\/li\u003e\n\u003cli\u003eBe proficient with command-line tools and Linux operating system environments\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCertification Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eLogging, Monitoring and Observability in Google Cloud Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to Google Cloud Operations Suite\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the purpose and capabilities of Google Cloud’s operations suite\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of the Cloud Monitoring tool.\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Cloud Logging and Error Reporting tools.\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Application Performance Management tools.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Monitoring Critical Systems\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Cloud Monitoring to view metrics for multiple cloud projects.\u003c\/li\u003e\n\u003cli\u003eExplain the different types of dashboards and charts that can be built.\u003c\/li\u003e\n\u003cli\u003eCreate an uptime check.\u003c\/li\u003e\n\u003cli\u003eExplain the cloud operations architecture.\u003c\/li\u003e\n\u003cli\u003eExplain and demonstrate the purpose of using Monitoring Query Language (MQL) for monitoring.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Alerting Policies\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain alerting strategies.\u003c\/li\u003e\n\u003cli\u003eExplain alerting policies.\u003c\/li\u003e\n\u003cli\u003eExplain error budget.\u003c\/li\u003e\n\u003cli\u003eExplain why server-level indicators (SLIs), service-level objectives (SLOs), and service-level agreements (SLAs) are important.\u003c\/li\u003e\n\u003cli\u003eIdentify types of alerts and common uses for each.\u003c\/li\u003e\n\u003cli\u003eUse Cloud Monitoring to manage services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Advanced Logging and Analysis\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Log Explorer features.\u003c\/li\u003e\n\u003cli\u003eExplain the features and benefits of logs-based metrics.\u003c\/li\u003e\n\u003cli\u003eDefine log sinks (inclusion filters) and exclusion filters.\u003c\/li\u003e\n\u003cli\u003eExplain how BigQuery can be used to analyze logs.\u003c\/li\u003e\n\u003cli\u003eExport logs to BigQuery for analysis.\u003c\/li\u003e\n\u003cli\u003eUse log analytics on Google Cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Working with Cloud Audit Logs\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain Cloud Audit Logs.\u003c\/li\u003e\n\u003cli\u003eList and explain different audit logs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Configuring Google Cloud Services for Observability\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse the Ops Agent with Compute Engine.\u003c\/li\u003e\n\u003cli\u003eEnable and use Kubernetes Monitoring.\u003c\/li\u003e\n\u003cli\u003eExplain the benefits of using Google Cloud Managed Service for Prometheus.\u003c\/li\u003e\n\u003cli\u003eExplain the usage of PromQL to query Cloud Monitoring metrics.\u003c\/li\u003e\n\u003cli\u003eExplain the uses of Open Telemetry.\u003c\/li\u003e\n\u003cli\u003eExplain custom metrics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Monitoring Google Cloud Network\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCollect and analyze VPC Flow Logs and firewall rules logs.\u003c\/li\u003e\n\u003cli\u003eEnable and monitor Packet Mirroring.\u003c\/li\u003e\n\u003cli\u003eExplain the capabilities of the Network Intelligence Center.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 8) Investigating Application Performance Issues\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the features, benefits, and functionalities of Error Reporting, Cloud Trace, and Cloud Profiler.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 9) Optimizing the Costs for Operations Suite\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAnalyze resource utilization cost for monitoring related components within Google Cloud.\u003c\/li\u003e\n\u003cli\u003eImplement best practices for controlling the cost of monitoring within Google Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269B05US \/ 2026-09-14T09:00:00 \/ Online","offer_id":47591600160987,"sku":"US-1465-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26BC43US \/ 2026-11-30T09:00:00 \/ Herndon, VA","offer_id":48216579047643,"sku":"US-1465-IL","price":1640.0,"currency_code":"USD","in_stock":true}]},{"product_id":"security-in-google-cloud","title":"Security in Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis training course gives you a broad study of security controls and techniques in Google Cloud. Through lectures, demonstrations, and labs, you explore and deploy the components of a secure Google Cloud solution. You use services including Cloud Identity, Identity and Access Management (IAM), Cloud Load Balancing, Cloud IDS, Web Security Scanner, BeyondCorp Enterprise, and Cloud DNS.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eSecurity in Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the foundations of Google Cloud security.\u003c\/li\u003e\n\u003cli\u003eManage administration identities with Google Cloud.\u003c\/li\u003e\n\u003cli\u003eImplement user administration with Identity and Access Management (IAM).\u003c\/li\u003e\n\u003cli\u003eConfigure Virtual Private Clouds (VPCs) for isolation, security, and logging.\u003c\/li\u003e\n\u003cli\u003eApply techniques and best practices for securely managing Compute Engine.\u003c\/li\u003e\n\u003cli\u003eApply techniques and best practices for securely managing Google Cloud data.\u003c\/li\u003e\n\u003cli\u003eApply techniques and best practices for securing Google Cloud applications.\u003c\/li\u003e\n\u003cli\u003eApply techniques and best practices for securing Google Kubernetes Engine (GKE) resources.\u003c\/li\u003e\n\u003cli\u003eManage protection against distributed denial-of-service attacks (DDoS).\u003c\/li\u003e\n\u003cli\u003eManage content-related vulnerabilities.\u003c\/li\u003e\n\u003cli\u003eImplement Google Cloud monitoring, logging, auditing, and scanning solutions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePrior completion of the Google Cloud Fundamentals: Core Infrastructure course or equivalent experience.\u003c\/li\u003e\n\u003cli\u003ePrior completion of the Networking in Google Cloud course or equivalent experience.\u003c\/li\u003e\n\u003cli\u003eKnowledge of foundational concepts in information security\u003c\/li\u003e\n\u003cli\u003eBasic proficiency with command-line tools and Linux operating system environments.\u003c\/li\u003e\n\u003cli\u003eSystems Operations experience, including deploying and managing applications, either on-premises or in a public cloud environment.\u003c\/li\u003e\n\u003cli\u003eReading comprehension of code in Python or Javascript.\u003c\/li\u003e\n\u003cli\u003eBasic understanding of Kubernetes terminology (preferred but not required).\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eExam Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eSecurity in Google Cloud Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Foundations of Google Cloud Security\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIntroduction to Google Cloud Operations Suite\u003c\/li\u003e\n\u003cli\u003eExplain the shared security responsibility model of Google Cloud.\u003c\/li\u003e\n\u003cli\u003eDescribe how Google Cloud approaches security.\u003c\/li\u003e\n\u003cli\u003eRecognize threats mitigated by Google and Google Cloud.\u003c\/li\u003e\n\u003cli\u003eIdentify Google Cloud’s commitments to regulatory compliance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Securing Access to Google Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe what Cloud Identity is and what it does.\u003c\/li\u003e\n\u003cli\u003eExplain how Google Cloud Directory Sync securely syncs users and permissions between your on-premises LDAP or AD server and the cloud.\u003c\/li\u003e\n\u003cli\u003eExplore and apply best practices for managing groups, permissions, domains, and administrators with Cloud Identity\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Identity and Access Management (IAM)\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify IAM roles and permissions that can be used to organize resources in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eExplain the management-related features of Google Cloud projects.\u003c\/li\u003e\n\u003cli\u003eDefine IAM policies, including organization policies.\u003c\/li\u003e\n\u003cli\u003eImplement access control with IAM.\u003c\/li\u003e\n\u003cli\u003eProvide access to Google Cloud resources by using predefined and custom IAM roles.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Configuring Virtual Private Cloud for Isolation and Security\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the function of VPC networks.\u003c\/li\u003e\n\u003cli\u003eRecognize and implement best practices for configuring VPC firewalls (both ingress and egress rules).\u003c\/li\u003e\n\u003cli\u003eSecure projects with VPC Service Controls.\u003c\/li\u003e\n\u003cli\u003eApply SSL policies to load balancers.\u003c\/li\u003e\n\u003cli\u003eEnable VPC flow logging, and then use Cloud Logging to access logs.\u003c\/li\u003e\n\u003cli\u003e Deploy Cloud IDS, and view threat details in the Google Cloud console.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Securing Compute Engine: Techniques and Best Practices\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate and manage service accounts for Compute Engine instances (default and customer-defined).\u003c\/li\u003e\n\u003cli\u003eDetail IAM roles and scopes for VMs.\u003c\/li\u003e\n\u003cli\u003eExplore and apply best practices for Compute Engine instances.\u003c\/li\u003e\n\u003cli\u003eExplain the function of the Organization Policy Service.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Securing Cloud Data: Techniques and Best Practices\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse IAM permissions and roles to secure cloud resources.\u003c\/li\u003e\n\u003cli\u003eCreate and wrap encryption keys using the Compute Engine RSA public key certificate.\u003c\/li\u003e\n\u003cli\u003eEncrypt and attach persistent disks to Compute Engine instances.\u003c\/li\u003e\n\u003cli\u003eManage keys and encrypted data by using Cloud Key Management Service (Cloud KMS) and Cloud HSM.\u003c\/li\u003e\n\u003cli\u003eCreate BigQuery authorized views.\u003c\/li\u003e\n\u003cli\u003eRecognize and implement best practices for configuring storage options.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Securing Applications: Techniques and Best Practices\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecall various types of application security vulnerabilities.\u003c\/li\u003e\n\u003cli\u003eDetect vulnerabilities in App Engine applications by using Web Security Scanner.\u003c\/li\u003e\n\u003cli\u003eSecure Compute Engine Applications by using BeyondCorp Enterprise.\u003c\/li\u003e\n\u003cli\u003eSecure application credentials by using Secret Manager.\u003c\/li\u003e\n\u003cli\u003eIdentify the threats of OAuth and Identity Phishing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 8) Securing Google Kubernetes Engine: Techniques and Best Practices\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the differences between Kubernetes service accounts and Google service accounts.\u003c\/li\u003e\n\u003cli\u003eRecognize and implement best practices for securely configuring GKE.\u003c\/li\u003e\n\u003cli\u003eExplain logging and monitoring options in Google Kubernetes Engine\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 9) Protecting against Distributed Denial-of-Service Attacks (DDoS)\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the four layers of DDoS Mitigation.\u003c\/li\u003e\n\u003cli\u003eIdentify methods Google Cloud uses to mitigate the risk of DDoS for its customers.\u003c\/li\u003e\n\u003cli\u003eUse Google Cloud Armor to blocklist an IP address and restrict access to an HTTP Load Balancer\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 10: Content-Related Vulnerabilities: Techniques and Best Practices\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscuss the threat of ransomware.\u003c\/li\u003e\n\u003cli\u003eExplain ransomware mitigations strategies (backups, IAM, Cloud Data Loss Prevention API).\u003c\/li\u003e\n\u003cli\u003eHighlight common threats to content (data misuse; privacy violations; sensitive, restricted, or unacceptable content).\u003c\/li\u003e\n\u003cli\u003eIdentify solutions for threats to content (classification, scanning, and redacting).\u003c\/li\u003e\n\u003cli\u003eDetect and redact sensitive data by using the Cloud DLP API.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 11: Monitoring, Logging, Auditing, and Scanning\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain and use the Security Command Center.\u003c\/li\u003e\n\u003cli\u003eApply Cloud Monitoring and Cloud Logging to a project.\u003c\/li\u003e\n\u003cli\u003eApply Cloud Audit Logs to a project.\u003c\/li\u003e\n\u003cli\u003eIdentify methods for automating security in Google Cloud environments.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269B17US \/ 2026-09-09T09:00:00 \/ Online","offer_id":47572780974299,"sku":"US-1470-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26CB68US \/ 2026-12-02T09:00:00 \/ Herndon, VA","offer_id":48216575410395,"sku":"US-1470-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"276C07US \/ 2027-06-02T09:00:00 \/ Herndon, VA","offer_id":48825890701531,"sku":"US-1470-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"architecting-with-google-compute-engine","title":"Architecting with Google Compute Engine","description":"\u003cdiv\u003e\u003cp\u003eThis course will familiarize you with Google Cloud's flexible infrastructure and platform services, with a specific focus on Compute Engine. This course uses a combination of lectures, demos, and hands-on labs to explore and deploy solution elements, including infrastructure components like networks, systems, and application services. You'll also learn how to deploy practical solutions such as hybrid networking, customer-supplied encryption keys, security and access management, quotas and billing, and resource monitoring.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eArchitecting with Google Compute Engine Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInteract with the Google Cloud console and Cloud Shell\u003c\/li\u003e\n\u003cli\u003eDeploy solutions using Google Cloud Marketplace\u003c\/li\u003e\n\u003cli\u003eImplement VPC networks and firewall rules.\u003c\/li\u003e\n\u003cli\u003eCreate and customize VM instances using Compute Engine\u003c\/li\u003e\n\u003cli\u003eAdminister Identity and Access Management for resources.\u003c\/li\u003e\n\u003cli\u003eImplement data storage services in Google Cloud\u003c\/li\u003e\n\u003cli\u003eManage and examine the billing of Google Cloud resources.\u003c\/li\u003e\n\u003cli\u003eMonitor resources using Google Cloud services.\u003c\/li\u003e\n\u003cli\u003eConnect your infrastructure to Google Cloud\u003c\/li\u003e\n\u003cli\u003eConfigure load balancers and autoscaling for VM instances.\u003c\/li\u003e\n\u003cli\u003eAutomate the deployment of Google Cloud infrastructure services.\u003c\/li\u003e\n\u003cli\u003eLeverage managed services in Google CloudApply techniques and best practices for securing Google Cloud applications.\u003c\/li\u003e\n\u003cli\u003eApply techniques and best practices for securing Google Kubernetes Engine (GKE) resources.\u003c\/li\u003e\n\u003cli\u003eManage protection against distributed denial-of-service attacks (DDoS).\u003c\/li\u003e\n\u003cli\u003eManage content-related vulnerabilities.\u003c\/li\u003e\n\u003cli\u003eImplement Google Cloud monitoring, logging, auditing, and scanning solutions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHave completed Google Cloud Fundamentals: Core Infrastructure or have equivalent experience Have basic proficiency with command-line tools and Linux operating system environments.\u003c\/li\u003e\n\u003cli\u003eHave systems operations experience, including deploying and managing applications, either on-premises or in a public cloud environment\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eExam Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eArchitecting with Google Compute Engine Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to Google Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eList the different ways of interacting with Google Cloud\u003c\/li\u003e\n\u003cli\u003eInteract with the Google Cloud console and Cloud Shell\u003c\/li\u003e\n\u003cli\u003eCreate Cloud Storage buckets.\u003c\/li\u003e\n\u003cli\u003eDeploy solutions using Google Cloud Marketplace\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Virtual Networks\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eList the VPC objects in Google Cloud\u003c\/li\u003e\n\u003cli\u003eExplore VPC Networking\u003c\/li\u003e\n\u003cli\u003eImplement Private Google Access and Cloud NAT\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Virtual Machines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecall the CPU and memory options for virtual machines.\u003c\/li\u003e\n\u003cli\u003eDescribe the disk options for virtual machines.\u003c\/li\u003e\n\u003cli\u003eExplain VM pricing and discounts.\u003c\/li\u003e\n\u003cli\u003eCreate and customize VM instances using Compute Engine\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Identity and Access Management (IAM)\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the IAM resource hierarchy.\u003c\/li\u003e\n\u003cli\u003eExplain the different types of IAM roles.\u003c\/li\u003e\n\u003cli\u003eRecall the different types of IAM members.\u003c\/li\u003e\n\u003cli\u003eImplement access control for resources using IAM.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Storage and Database Services\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDifferentiate between Cloud Storage, Cloud SQL, Cloud Spanner, Firestore and Cloud Bigtable\u003c\/li\u003e\n\u003cli\u003eChoose a data storage service based on your requirements.\u003c\/li\u003e\n\u003cli\u003eImplement data storage services.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Resource Management\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the cloud resource manager hierarchy.\u003c\/li\u003e\n\u003cli\u003eRecognize how quotas protect Google Cloud customers.\u003c\/li\u003e\n\u003cli\u003eOrganize resources using labels.\u003c\/li\u003e\n\u003cli\u003eExplain the behavior of budget alerts in Google Cloud\u003c\/li\u003e\n\u003cli\u003eExamine billing data with BigQuery.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Resource Monitoring \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the services for monitoring, logging, error reporting, tracing, and debugging.\u003c\/li\u003e\n\u003cli\u003eCreate charts, alerts, and uptime checks for resources with Cloud Monitoring \u003c\/li\u003e\n\u003cli\u003eIdentify and fix errors using Cloud Debugger\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 8) Interconnecting Networks\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecall the Google Cloud interconnect and peering services available to connect your infrastructure to Google Cloud\u003c\/li\u003e\n\u003cli\u003eDetermine which Google Cloud interconnect or peering service to use in specific circumstances.\u003c\/li\u003e\n\u003cli\u003eCreate and configure Google Cloud HA VPN\u003c\/li\u003e\n\u003cli\u003eRecall when to use Shared VPC and when to use VPC Network Peering\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 9) Load Balancing and Autoscaling\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecall the various load balancing services.\u003c\/li\u003e\n\u003cli\u003eDetermine which Google Cloud load balancer to use in specific circumstances.\u003c\/li\u003e\n\u003cli\u003eDescribe autoscaling behavior.\u003c\/li\u003e\n\u003cli\u003eConfigure load balancers and autoscaling.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 10) Infrastructure Automation\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAutomate the deployment of Google Cloud services using Terraform.\u003c\/li\u003e\n\u003cli\u003eOutline the Google Cloud Marketplace\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 11) Managed Services\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the managed services for data processing in Google Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269B18US \/ 2026-09-16T09:00:00 \/ Online","offer_id":47597121568987,"sku":"US-1471-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26CB69US \/ 2026-12-09T09:00:00 \/ Herndon, VA","offer_id":48216575443163,"sku":"US-1471-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"developing-apis-with-google-clouds-apigee-api-platform","title":"Developing APIs with Google Cloud's Apigee API Platform","description":"\u003cdiv\u003e\u003cp\u003eIn this course, you learn how to design APIs, and how to use OpenAPI specifications to document them. You learn about the API life cycle, and how the Apigee API platform helps you manage all aspects of the life cycle. You learn how APIs can be designed using API proxies, and how APIs are packaged as API products to be used by app developers. Through a combination of lectures, hands-on labs, and supplemental materials, you will learn how to design, build, secure, deploy, and manage API solutions using Google Cloud's Apigee API Platform.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eDeveloping APIs with Google Cloud's Apigee API Platform Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore and put into practice API design, development and management concepts.\u003c\/li\u003e\n\u003cli\u003eDescribe the fundamentals of REST API design.\u003c\/li\u003e\n\u003cli\u003eDescribe API products, API product strategies, and how to publish APIs to a developer portal.\u003c\/li\u003e\n\u003cli\u003eDescribe Apigee terminology and organizational model based on Apigee product capabilities.\u003c\/li\u003e\n\u003cli\u003eDiscuss the role of user authentication and authorization and the importance of API security.\u003c\/li\u003e\n\u003cli\u003eIdentify capabilities available to secure, scale, and manage APIs and API products.\u003c\/li\u003e\n\u003cli\u003eExplore and put into practice API design, development and management concepts.\u003c\/li\u003e\n\u003cli\u003eDiscuss the out-of-the-box platform capabilities for implementing mediation, traffic management, caching, and fault handling.\u003c\/li\u003e\n\u003cli\u003eDescribe the value and use of API analytics.\u003c\/li\u003e\n\u003cli\u003eDescribe the deployment options for the Apigee platform. • Interact with the Apigee API Platform.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eA good understanding of HTTP, XML, JSON, and JavaScript is beneficial.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eDeveloping APIs with Google Cloud's Apigee API Platform Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) Apigee Overview\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the placement and role of API Management in modern application development.\u003c\/li\u003e\n\u003cli\u003eDefine logical components and organizational structure of Apigee API platform.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between Apigee flexible deployment models.\u003c\/li\u003e\n\u003cli\u003eExplain the API lifecycle.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2) API-First and OpenAPI Specifications \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the fundamentals of REST API design.\u003c\/li\u003e\n\u003cli\u003eDescribe the value of API-first development and how to apply it.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3) API Proxies \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the building blocks of APIs and API proxies.\u003c\/li\u003e\n\u003cli\u003eDescribe how API proxies work and how capabilities such as flows, policies, route rules, environment groups, and target servers play a role.\u003c\/li\u003e\n\u003cli\u003eDescribe how APIs are exposed.\u003c\/li\u003e\n\u003cli\u003eDescribe how API proxies connect to backend systems.\u003c\/li\u003e\n\u003cli\u003eGenerate an API proxy using an OpenAPI specification.\u003c\/li\u003e\n\u003cli\u003eRun an API proxy in different environments without changing the target URL in the proxy code.  Route target endpoints using route rules and troubleshoot proxies using the Apigee debug tool.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4) API Products \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine API products and API product strategies.\u003c\/li\u003e\n\u003cli\u003eDescribe the role of developers, applications, and API keys in API management.\u003c\/li\u003e\n\u003cli\u003eDescribe the API publication process.\u003c\/li\u003e\n\u003cli\u003eDescribe API responses and status codes for REST APIs.\u003c\/li\u003e\n\u003cli\u003ePublish APIs as products.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 5) Authentication, Authorization, and OAuth \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscuss the importance of API security.\u003c\/li\u003e\n\u003cli\u003eDiscuss the role of user authentication and authorization.\u003c\/li\u003e\n\u003cli\u003eDiscuss the main components of OAuth and its application in the context of API design and management.\u003c\/li\u003e\n\u003cli\u003eDiscuss federated identity and the use of JSON Web Tokens in API proxies.\u003c\/li\u003e\n\u003cli\u003eApply the OAuthV2 policy to allow apps to access the retail API proxy by providing an OAuth token.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 6) Content, Transport, and Internal Security \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore platform capabilities for protecting against content-based attacks.\u003c\/li\u003e\n\u003cli\u003eDiscuss transport security and how to protect the connection between Apigee and backend services.\u003c\/li\u003e\n\u003cli\u003eDiscuss how to protect sensitive data using KVMs, data masking, and private variables.\u003c\/li\u003e\n\u003cli\u003eProtect an API proxy against content attacks and malicious requests.\u003c\/li\u003e\n\u003cli\u003ePrevent internal users from getting unauthorized access to sensitive data.\u003c\/li\u003e\n\u003cli\u003eApply a private variable and a debug mask to hide data when debugging an API proxy.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 7) Mediation \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the out-of-the-box platform capabilities for implementing mediation and fault handling.\u003c\/li\u003e\n\u003cli\u003eDescribe implementation patterns and policies for JSON, XML, and SOAP.\u003c\/li\u003e\n\u003cli\u003eDiscuss extensibility options using Service Callouts, JavaScript, and Java.\u003c\/li\u003e\n\u003cli\u003eExplore development practices and capabilities used to reuse, share, and enforce execution of flows and policies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 8) Traffic Management \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe when and how to use traffic management.\u003c\/li\u003e\n\u003cli\u003eEvaluate options and applicable use cases for rate limiting with spike arrests and quotas.\u003c\/li\u003e\n\u003cli\u003eDescribe caching strategy and how to apply it.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 9) API Publishing \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe API Publishing strategy and process.\u003c\/li\u003e\n\u003cli\u003eExpand understanding of REST API Design by discussing API versioning.\u003c\/li\u003e\n\u003cli\u003eDescribe the role of developer portals in the API lifecycle and as a critical part of API strategy.\u003c\/li\u003e\n\u003cli\u003eCreate, configure and use a developer portal.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 10) Logging and Analytics\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscuss available options for message logging.\u003c\/li\u003e\n\u003cli\u003eDiscuss the value and use of API analytics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 11) Advanced Topics\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDiscuss recommended practices and tooling for Apigee offline development and CI\/CD.\u003c\/li\u003e\n\u003cli\u003eDescribe the Apigee deployment options.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B87US \/ 2026-07-08T09:00:00 \/ Online","offer_id":47534213791963,"sku":"US-1467-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"271C34US \/ 2027-01-06T09:00:00 \/ Herndon, VA","offer_id":48216585371867,"sku":"US-1467-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"architecting-with-google-kubernetes-engine","title":"Architecting with Google Kubernetes Engine","description":"\u003cdiv\u003e\u003cp\u003eLearn how to deploy and manage containerized applications on Google Kubernetes Engine (GKE). Learn how to use other tools on Google Cloud that interact with GKE deployments. This course features a combination of lectures, demos, and hands-on labs to help you explore and deploy solution elements—including infrastructure components like pods, containers, deployments, and services—along with networks and application services. You'll also learn how to deploy practical solutions, including security and access management, resource management, and resource monitoring.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eArchitecting with Google Kubernetes Engine Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate and manage workloads in Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eExplain how pod networking works in Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eDefine and work with different Kubernetes storage abstractions.\u003c\/li\u003e\n\u003cli\u003eDescribe and manage authentication, authorization, and security in Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eMonitor applications running in Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eExplore Google Cloud managed storage services options.\u003c\/li\u003e\n\u003cli\u003eConfigure CI\/CD pipelines for Google Kubernetes Engine.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e“Getting Started with Google Kubernetes Engine” or have equivalent experience.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eArchitecting with Google Kubernetes Engine Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) Workloads: Deployments and Jobs\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine, configure, inspect, manage, and update Deployments.\u003c\/li\u003e\n\u003cli\u003eDefine what Jobs and CronJobs are in GKE and explore relevant use cases.\u003c\/li\u003e\n\u003cli\u003eCreate and run Jobs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2) Google Kubernetes Engine Networking\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore Kubernetes networking, including Pod and cluster networking.\u003c\/li\u003e\n\u003cli\u003eCreate services to expose applications running within Pods.\u003c\/li\u003e\n\u003cli\u003e Configure load balancers to expose services to external clients. Explore containernative load balancing in GKE.\u003c\/li\u003e\n\u003cli\u003eConfigure Google Kubernetes Engine networking.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3) Persistent Data Storage\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine and work with Kubernetes storage abstractions.\u003c\/li\u003e\n\u003cli\u003eRun and maintain sets of pods using StatefulSets.\u003c\/li\u003e\n\u003cli\u003eUse ConfigMaps to decouple configuration from Pods.\u003c\/li\u003e\n\u003cli\u003eManage and store sensitive access and authentication data.\u003c\/li\u003e\n\u003cli\u003eConfigure persistent storage for Google Kubernetes Engine.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4) Access Control and Security in Kubernetes and Google Kubernetes Engine \u003c\/b\u003e\u003cb\u003eAuthentication and authorization \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eKubernetes role-based access control\u003c\/li\u003e\n\u003cli\u003eWorkload Identity\u003c\/li\u003e\n\u003cli\u003eKubernetes control plane security\u003c\/li\u003e\n\u003cli\u003ePod security\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5) Google Kubernetes Engine Logging and Monitoring\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the tools included in the Google Cloud Observability.\u003c\/li\u003e\n\u003cli\u003eConfigure the Google Cloud operations suite to monitor and manage availability and performance.\u003c\/li\u003e\n\u003cli\u003e Inspect logs using the kubectl command.\u003c\/li\u003e\n\u003cli\u003eInspect Kubernetes logs using Google Cloud Observability.\u003c\/li\u003e\n\u003cli\u003eConfigure GKE-native Monitoring and Logging\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 6) Using Google Cloud Managed Storage Services with Google Kubernetes Engine\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eContrast managed storage services with self-managed storage.\u003c\/li\u003e\n\u003cli\u003eIdentify use cases for Cloud Storage for Kubernetes applications.\u003c\/li\u003e\n\u003cli\u003eCompare the range of Google Cloud managed database services.\u003c\/li\u003e\n\u003cli\u003eExplore Cloud SQL Auth Proxy and how it connects to Cloud SQL from within GKE.\u003c\/li\u003e\n\u003cli\u003eUse Cloud SQL with Google Kubernetes Engine.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 7) Using CI\/CD with Google Kubernetes Engine\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine continuous integration and continuous delivery and identify why it is important.\u003c\/li\u003e\n\u003cli\u003eExamine CI\/CD pipelines and how they can optimize app releases.\u003c\/li\u003e\n\u003cli\u003eExplore first-party and third-party CI\/CD tools supported by Google Cloud.\u003c\/li\u003e\n\u003cli\u003eExplore Google’s best practices for a GKE CI\/CD pipeline.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B95US \/ 2026-07-27T09:00:00 \/ Online","offer_id":47534212022491,"sku":"US-1474-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26AB93US \/ 2026-10-19T09:00:00 \/ Herndon, VA","offer_id":48216587141339,"sku":"US-1474-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"274B85US \/ 2027-04-19T09:00:00 \/ Herndon, VA","offer_id":48612311564507,"sku":"US-1474-IL","price":1640.0,"currency_code":"USD","in_stock":true}]},{"product_id":"networking-in-google-cloud","title":"Networking in Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis training course builds on the networking concepts covered in the Architecting with Google Compute Engine course. Through presentations, demonstrations, and labs, participants explore and deploy Google Cloud networking technologies. These technologies include Virtual Private Cloud (VPC) networks, subnets, and firewalls, Interconnection among networks, Load balancing, Cloud DNS, Cloud CDN, Cloud NAT. The course will also cover common network design patterns.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eNetworking in Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConfigure VPC networks, subnets, and routers.\u003c\/li\u003e\n\u003cli\u003eControl administrative access to VPC objects.\u003c\/li\u003e\n\u003cli\u003eControl network access to endpoints in VPCs.\u003c\/li\u003e\n\u003cli\u003eInterconnect networks among Google Cloud projects.\u003c\/li\u003e\n\u003cli\u003eImplement network connectivity between Google Cloud projects.\u003c\/li\u003e\n\u003cli\u003eImplement load balancing.\u003c\/li\u003e\n\u003cli\u003eConfigure traffic management among load balancer backend services.\u003c\/li\u003e\n\u003cli\u003eUse Cloud CDN to reduce latency.\u003c\/li\u003e\n\u003cli\u003eOptimize network spend using Network Service Tiers.\u003c\/li\u003e\n\u003cli\u003e Configure private connection options to provide access to external resources and services from internal networks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHaving completed the Google Cloud Fundamentals: Core Infrastructure course or having equivalent experience.\u003c\/li\u003e\n\u003cli\u003ePrior understanding of the 7-layer OSI model.\u003c\/li\u003e\n\u003cli\u003ePrior understanding of IPv4 and IPv6 addressing.\u003c\/li\u003e\n\u003cli\u003ePrior experience with managing IPv4 routes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eNetworking in Google Cloud Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) VPC Networking Fundamentals\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate a Compute Engine VM with multiple network interfaces.\u003c\/li\u003e\n\u003cli\u003eUse the standard tier to lower cloud networking costs.\u003c\/li\u003e\n\u003cli\u003eUse the premium tier to provide lower latency and faster access to Google Cloud resources.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2) Sharing VPC Networks\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the different ways to share VPC networks that are available in Google Cloud\u003c\/li\u003e\n\u003cli\u003eRecognize when to use Shared VPC and when to use VPC Network Peering.\u003c\/li\u003e\n\u003cli\u003eConfigure peering between unrelated VPC networks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3) Network Monitoring and Logging\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConfigure uptime checks, alerting policies, and charts for your network services.\u003c\/li\u003e\n\u003cli\u003eMonitor Google Cloud network resources.\u003c\/li\u003e\n\u003cli\u003eUse VPC Flow Logs to log and analyze network traffic behavior.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4) Network Routing and Addressing in Google Cloud\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine key routing and addressing concepts relevant to Google Cloud, including IP addresses, subnets, route tables, firewalls, BYOIP, and NATs.\u003c\/li\u003e\n\u003cli\u003eDescribe the configuration and management options for Google Cloud DNS, including private and managed zones.\u003c\/li\u003e\n\u003cli\u003eConfigure and manage route tables to control traffic flow, resolve domain names effectively, and utilize NAT rules for secure access\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5) Private Connection Options\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine and differentiate various private connection options (e.g., Private Google Access, Private Services Access, Private Service Connect).\u003c\/li\u003e\n\u003cli\u003eExplore use cases of Private Service Connect, Private Service Access, and Private Google Access.\u003c\/li\u003e\n\u003cli\u003eImplement Private Google Access with Cloud NAT\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cins datetime=\"2024-09-30T13:51\" cite=\"mailto:Jackie%20Visnius\"\u003e \u003c\/ins\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 6) Introduction to Network Architecture\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the Google Cloud provides components that create a good network architecture, such as Cloud Interconnect, VPC Network Peering, Shared VPC, and Network Tiers.\u003c\/li\u003e\n\u003cli\u003eSummarize key considerations for network design.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cins datetime=\"2024-09-30T13:51\" cite=\"mailto:Jackie%20Visnius\"\u003e \u003c\/ins\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 7) Network Topologies\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain when to use each network topology based on specific requirements.\u003c\/li\u003e\n\u003cli\u003eIdentify potential bottlenecks or security vulnerabilities in network topologies.\u003c\/li\u003e\n\u003cli\u003eImplement a meshed topology for a resilient and scalable network architecture.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 8) Distributed Denial of Service (DDoS) Protection\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the four layers of DDoS Mitigation.\u003c\/li\u003e\n\u003cli\u003eIdentify methods Google Cloud uses to mitigate the risk of DDoS for its customers.\u003c\/li\u003e\n\u003cli\u003eUse Google Cloud Armor to blocklist an IP address and restrict access to a global external Application Load Balancer\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 9) Controlling Access to VPC Networks\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe how IAM policies affect VPC network access.\u003c\/li\u003e\n\u003cli\u003eIdentify the benefits of using Cloud Firewall's hierarchical policies at different levels of the cloud infrastructure hierarchy.\u003c\/li\u003e\n\u003cli\u003eApply global and regional network firewall policies using Cloud Firewall.\u003c\/li\u003e\n\u003cli\u003eExplain the role of Cloud IDS in protecting VPC networks from malicious activity.\u003c\/li\u003e\n\u003cli\u003eDeploy Cloud IDS and configure its settings according to specific security needs.\u003c\/li\u003e\n\u003cli\u003eDescribe the role of Secure Web Proxy in improving network resilience and availability.\u003c\/li\u003e\n\u003cli\u003eDescribe best practices for cloud network security.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 10: Advanced Security Monitoring and Analysis \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePacket Mirroring for network traffic inspection\u003c\/li\u003e\n\u003cli\u003eNetwork security best practices\u003c\/li\u003e\n\u003cli\u003eDefine Packet Mirroring and explain its purpose in network monitoring and security.\u003c\/li\u003e\n\u003cli\u003eLearn network security best practices\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 11: Hybrid Load Balancing and Traffic Management \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the benefits of hybrid load balancing.\u003c\/li\u003e\n\u003cli\u003eConfigure traffic management in a load balance\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 12: Caching and Optimizing Load Balancing \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe how to configure an internal network load balancer as a next hop.\u003c\/li\u003e\n\u003cli\u003eUse Cloud CDN configuration to optimize content delivery performance.\u003c\/li\u003e\n\u003cli\u003eCreate a Google Cloud Armor edge security policy to protect content.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 13: Connectivity options\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the various connectivity options offered by Google Cloud for hybrid and multi-cloud environments, including Network Connectivity Center, Cloud VPN, Cloud Interconnect, and Cloud CDN.\u003c\/li\u003e\n\u003cli\u003eDefine and differentiate between the various Cloud Interconnect options available in Google Cloud, including Dedicated Interconnect, Partner Interconnect, and Cross-Cloud Interconnect.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 14: Cloud VPN \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement high availability VPN (HA VPN) for redundancy and failover.\u003c\/li\u003e\n\u003cli\u003eIdentify the benefits and use cases for Cloud HA VPN\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B96US \/ 2026-07-29T09:00:00 \/ Online","offer_id":47534212088027,"sku":"US-1475-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26AB94US \/ 2026-10-21T09:00:00 \/ Herndon, VA","offer_id":48216587174107,"sku":"US-1475-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"274B86US \/ 2027-04-28T09:00:00 \/ Herndon, VA","offer_id":48696374919387,"sku":"US-1475-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"architecting-with-google-cloud-design-and-process","title":"Architecting with Google Cloud Design and Process","description":"\u003cdiv\u003e\u003cp\u003eThis course features a combination of lectures, design activities, and hands-on labs to show you how to use proven design patterns on Google Cloud to build highly reliable and efficient solutions and operate deployments that are highly available and cost-effective. This course was created for those who have already completed the Architecting with Google Compute Engine or Architecting with Google Kubernetes Engine course.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eArchitecting with Google Cloud Design and Process Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eThis course will empower you to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eApply a tool set of questions, techniques and design considerations.\u003c\/li\u003e\n\u003cli\u003eDefine application requirements and express them objectively as KPIs, SLO's and SLI's.\u003c\/li\u003e\n\u003cli\u003eDecompose application requirements to find the right microservice boundaries.\u003c\/li\u003e\n\u003cli\u003eLeverage Google Cloud developer tools to set up modern, automated deployment pipelines.\u003c\/li\u003e\n\u003cli\u003eChoose the appropriate Google Cloud Storage services based on application requirements.\u003c\/li\u003e\n\u003cli\u003eDiscuss Google Cloud network architectures, including hybrid architectures.\u003c\/li\u003e\n\u003cli\u003eImplement reliable, scalable, resilient applications balancing key performance metrics with cost.\u003c\/li\u003e\n\u003cli\u003eChoose the right Google Cloud deployment services for your applications.\u003c\/li\u003e\n\u003cli\u003eSecure cloud applications, data and infrastructure.\u003c\/li\u003e\n\u003cli\u003eMonitor service level objectives and costs using Cloud Monitoring.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHave completed Architecting with Google Compute Engine, Architecting with Google Kubernetes Engine, or have equivalent experience\u003c\/li\u003e\n\u003cli\u003eHave basic proficiency with command-line tools and Linux operating system environments\u003c\/li\u003e\n\u003cli\u003eHave systems operations experience, including deploying and managing applications, either on-premises or in a public cloud environment\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eArchitecting with Google Cloud Design and Process Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eDefining the Service \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e• Describe users in terms of roles and personas\u003c\/p\u003e\n\u003cp\u003e• Evaluate KPIs using SLOs and SLIs\u003c\/p\u003e\n\u003cp\u003e• Determine the quality of application requirements using SMART criteria\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eMicroservice Design and Architecture \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e• Decompose monolithic applications into microservices\u003c\/p\u003e\n\u003cp\u003e• Recognize appropriate microservice boundaries\u003c\/p\u003e\n\u003cp\u003e• Design consistent, standard RESTful service APIs\u003c\/p\u003e\n\u003cp\u003e• Identify the 12-factor best practices for implementing services\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eDevOps Automation \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e• Discuss the automation of service deployment using CI\/CD pipelines\u003c\/p\u003e\n\u003cp\u003e• Explain how to leverage Cloud Source Repositories for source and version control\u003c\/p\u003e\n\u003cp\u003e• Automate builds with Cloud Build and build triggers\u003c\/p\u003e\n\u003cp\u003e• Manage container images with Container Registry\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eChoosing Storage Solutions \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e• Identify the use cases for Spanner\u003c\/p\u003e\n\u003cp\u003e• Identify the use cases for Cloud 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importance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eComplete Google Cloud Fundamentals: Core Infrastructure.\u003c\/li\u003e\n\u003cli\u003eHave basic programming skills and familiarity with using CLI\u003c\/li\u003e\n\u003cli\u003eHave general familiarity with Google Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGetting Started with Terraform for Google Cloud Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Introduction to Terraform for Google Cloud\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine infrastructure as code.\u003c\/li\u003e\n\u003cli\u003eExplain the features and benefits of using Terraform.\u003c\/li\u003e\n\u003cli\u003eExplain the use case of 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implicit and explicit resource dependencies.\u003c\/li\u003e\n\u003cli\u003eUse variables and output values within the root configuration.\u003c\/li\u003e\n\u003cli\u003eExplain Terraform Registry and Cloud Foundation Toolkit.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Organizing and Reusing Configuration with Terraform Modules\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine Terraform modules.\u003c\/li\u003e\n\u003cli\u003eUse modules to reuse configurations.\u003c\/li\u003e\n\u003cli\u003eUse modules from the public registry.\u003c\/li\u003e\n\u003cli\u003eUse input variables to parameterize configurations.\u003c\/li\u003e\n\u003cli\u003eUse output values to access resource attributes outside the module.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5: Introduction to Terraform 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In this course, you learn how to use Vertex AI Agent Builder to create search engines and chat applications. You will then explore how to integrate these search engineers and chat applications into your own applications. Finally, you learn how to manage the tools built in Vertex AI Agent Builder in production.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eVertex AI Agent Builder Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eThis course will empower you to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore Vertex AI as a platform for enterprise-ready generative AI.\u003c\/li\u003e\n\u003cli\u003eCreate a search engine using Vertex AI Search.\u003c\/li\u003e\n\u003cli\u003eCreate a chat application by using Vertex AI Agents.\u003c\/li\u003e\n\u003cli\u003eIntegrate Vertex AI Agent Builder into your applications.\u003c\/li\u003e\n\u003cli\u003eProductionize search engines and chat applications created in Vertex AI Agent Builder\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eGoogle Cloud Fundamentals: Core Infrastructure or equivalent Google Cloud experience.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eVertex AI Agent Builder Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Introduction to Vertex AI Agent Builder\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore Vertex AI as a platform for enterprise-ready generative AI.\u003c\/li\u003e\n\u003cli\u003eDescribe example use cases of Vertex AI Agent Builder.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Vertex AI Search\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the main concepts of apps, engines, and data stores.\u003c\/li\u003e\n\u003cli\u003eCreate a search engine using Vertex AI Search.\u003c\/li\u003e\n\u003cli\u003eConfigure and integrate custom search engines.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3: Vertex AI Agents\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the basic concepts of data store agents and Dialogflow CX.\u003c\/li\u003e\n\u003cli\u003eCreate a chat application by using Vertex AI Agents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Productionizing \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManage changing data and schemas in data stores.\u003c\/li\u003e\n\u003cli\u003eExplain security features of Vertex AI Agent Builder.\u003c\/li\u003e\n\u003cli\u003eUse monitoring and logging for Vertex AI Agent Builder apps.\u003c\/li\u003e\n\u003cli\u003eTroubleshoot Vertex AI Agent Builder applications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268B56US \/ 2026-08-06T09:00:00 \/ Online","offer_id":47534220935387,"sku":"US-1483-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC52US \/ 2026-11-13T09:00:00 \/ Online","offer_id":48216591106267,"sku":"US-1483-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"272B28US \/ 2027-02-03T09:00:00 \/ Online","offer_id":48216591139035,"sku":"US-1483-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"274B46US \/ 2027-04-27T09:00:00 \/ Online","offer_id":48682077061339,"sku":"US-1483-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"introduction-to-developer-efficiency-with-gemini-on-google-cloud","title":"Introduction to Developer Efficiency with Gemini on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eGenerative AI is now at the center of transforming how software is designed, built, run, and managed. For developers, generative AI is a powerful tool for making coding more efficient and using APIs, such as the Gemini and PaLM APIs, within their applications. In this course, you are introduced to how generative AI can be used to make developers more efficient at writing code and implementing new features into applications. 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Generative AI raises new challenges in managing and productionizing applications at scale. The field of generative AI operations seeks to address these new challenges. In this course, you learn about the challenges that arise when deploying and productionizing generative AI-powered applications. You learn how to secure your generative AI-powered applications. Finally, you will discuss best practices for logging and monitoring your generative AI-powered applications in production.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eGenerative AI in Production Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eThis course will empower you to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the challenges in productionizing applications using generative AI\u003c\/li\u003e\n\u003cli\u003eManage experimentation and evaluation for LLM-powered applications\u003c\/li\u003e\n\u003cli\u003eProductionize LLM-powered applications\u003c\/li\u003e\n\u003cli\u003eSecure generative AI applications\u003c\/li\u003e\n\u003cli\u003eImplement logging and monitoring for LLM-powered applications\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eCompletion of the \"Application Development with LLMs on Google Cloud\" or equivalent knowledge\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eWho Should Attend\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eDevelopers and DevOps Engineers who wish to operationalize GenAI-based applications\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGenerative AI in Production Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Introduction to Generative AI in Production\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eUnderstand generative AI operations\u003c\/li\u003e\n\u003cli\u003eCompare traditional MLOps and GenAIOps\u003c\/li\u003e\n\u003cli\u003eAnalyze the components of an LLM system\u003c\/li\u003e\n\u003cli\u003eDefine and compare RAG and ReAct\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Generative AI Application Deployment\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eEvaluate application deployment options\u003c\/li\u003e\n\u003cli\u003eDeploy, package, and version apps\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3: Productionizing Generative AI\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMaintain and update LLM models\u003c\/li\u003e\n\u003cli\u003eTest and evaluate gen AI-powered apps\u003c\/li\u003e\n\u003cli\u003eDeploy CI\/CD pipelines for gen AI-powered apps\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Logging and Monitoring for Production LLM Systems\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eUtilize Cloud Logging\u003c\/li\u003e\n\u003cli\u003eVersion, evaluate, and generalize prompts\u003c\/li\u003e\n\u003cli\u003eMonitor for evaluation-serving skew\u003c\/li\u003e\n\u003cli\u003eUtilize continuous validation.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Securing Generative AI Applications\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify security challenges for gen AI applications\u003c\/li\u003e\n\u003cli\u003eUnderstand prompt security issues\u003c\/li\u003e\n\u003cli\u003eApply sensitive data protection and DLP API\u003c\/li\u003e\n\u003cli\u003eImplement Model Armor\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5: Observability for Production LLM Systems\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the purpose and capabilities of Google Cloud Observability\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Cloud Monitoring\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Cloud Logging\u003c\/li\u003e\n\u003cli\u003eExplain the purpose of Cloud Trace\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268B58US \/ 2026-08-07T09:00:00 \/ Online","offer_id":47534221066459,"sku":"US-1485-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC69US \/ 2026-11-10T09:00:00 \/ Online","offer_id":48216591204571,"sku":"US-1485-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"272B78US \/ 2027-02-04T09:00:00 \/ Online","offer_id":48216591237339,"sku":"US-1485-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"275C50US \/ 2027-05-05T09:00:00 \/ Online","offer_id":48741617008859,"sku":"US-1485-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"introduction-to-ai-and-machine-learning-on-google-cloud","title":"Introduction to AI and Machine Learning on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. It aims to help data scientists, AI developers, and ML engineers enhance their skills and knowledge through engaging learning experiences and practical hands-on exercises.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to AI and Machine Learning on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecognize the data-to-AI technologies and tools provided by Google Cloud.\u003c\/li\u003e\n\u003cli\u003eBuild generative AI projects by using Gemini multimodal, efficient prompts, and model tuning.\u003c\/li\u003e\n\u003cli\u003eExplore various options for developing an AI project on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eCreate an ML model from end-to-end by using Vertex AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e Basic knowledge of machine learning concepts\u003c\/li\u003e\n\u003cli\u003e Prior experience with programming languages such as SQL and Python\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eIntroduction to AI \u0026amp; ML on Google Cloud Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: AI Foundations\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecognize the AI\/ML framework on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eIdentify the major components of Google Cloud infrastructure\u003c\/li\u003e\n\u003cli\u003eDefine the data and ML products on Google Cloud and how they support the data-to-AI lifecycle.\u003c\/li\u003e\n\u003cli\u003eBuild an ML model with BigQueryML to bring data to AI\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2: AI Development Options\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine different options to build an ML model on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eRecognize the primary features and applicable situations of pre-trained APIs, AutoML, and custom training.\u003c\/li\u003e\n\u003cli\u003eUse the Natural Language API to analyze text.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3:  AI Development Workflow\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the workflow of building an ML model.\u003c\/li\u003e\n\u003cli\u003eDescribe MLOps and workflow automation on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eBuild an ML model from end to end by using AutoML on Vertex AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4:  Generative AI\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine generative AI and foundation models.\u003c\/li\u003e\n\u003cli\u003eUse Gemini multimodal with Vertex AI Studio.\u003c\/li\u003e\n\u003cli\u003eDesign efficient prompt and tune models with different methods.\u003c\/li\u003e\n\u003cli\u003eRecognize the AI solutions and the embedded Gen AI features.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268B48US \/ 2026-08-24T09:00:00 \/ Online","offer_id":47534221492443,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26BC44US \/ 2026-11-23T09:00:00 \/ Online","offer_id":48216579342555,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"272B61US \/ 2027-02-22T09:00:00 \/ Online","offer_id":48291027484891,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"275C28US \/ 2027-05-25T09:00:00 \/ Online","offer_id":48804198514907,"sku":"US-1472-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"introduction-to-data-analytics-on-google-cloud","title":"Introduction to Data Analytics on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eThis course is an introduction to data analytics on Google Cloud. It is designed for learners who have no prior experience with data analytics or Google Cloud. The course covers the basics of data analysis, including collection, storage, exploration, visualization, and sharing. It also introduces learners to Google Cloud's data analytics tools and services. Through video lectures, demos, quizzes, and hands-on labs, the course demonstrates how to go from raw data to impactful visualizations and dashboards.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to Data Analytics on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the data analytics workflow on Google Cloud and summarize the different types of analytics.\u003c\/li\u003e\n\u003cli\u003eIdentify Google Cloud data analytics products and describe how each is used to work with data.\u003c\/li\u003e\n\u003cli\u003eDescribe data sources, data structures, and data storage options in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eUse BigQuery, Looker, and Looker Studio to answer data questions and influence business decisions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic familiarity with SQL\u003c\/li\u003e\n\u003cli\u003eBasic understanding of data concepts such as data types (relational, non-relational) and storage (data lakes, data warehouses)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGoogle Data Analytics Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Understand the Data Analytics Lifecycle on Google Cloud\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDetail and describe the data analytics workflow on Google Cloud.\u003c\/li\u003e\n\u003cli\u003eCompare and contrast data sources and storage methods available in Google Cloud.\u003c\/li\u003e\n\u003cli\u003eCompare how different data types can be used for data analytics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Explore Data and Extract Insights by Using BigQuery\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe BigQuery and the BigQuery solution architecture.\u003c\/li\u003e\n\u003cli\u003eDerive insights from data by using BigQuery.\u003c\/li\u003e\n\u003cli\u003eUse the BigQuery user interface to run basic queries.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3:  Make Data-Driven Decisions by Using Looker\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManipulate a Looker Explore to answer data-driven questions.\u003c\/li\u003e\n\u003cli\u003eCreate a situation-appropriate visualization to highlight the answer for a data driven question.\u003c\/li\u003e\n\u003cli\u003eChoose between Looker and Looker Studio for data visualization and sharing.\u003c\/li\u003e\n\u003cli\u003eShare visualizations with others.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269B19US \/ 2026-09-09T09:00:00 \/ Online","offer_id":47572781039835,"sku":"US-1486-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26CB75US \/ 2026-12-07T09:00:00 \/ Online","offer_id":48216579506395,"sku":"US-1486-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"273B97US \/ 2027-03-08T09:00:00 \/ Online","offer_id":48329828204763,"sku":"US-1486-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"empower-decision-makers-with-generative-ai","title":"Empower Decision Makers with Generative AI","description":"\u003cdiv\u003e\u003cp\u003eThis course is designed for business users, business leaders, and decision makers who want to understand the transformative potential of generative AI and its impact on their organizations. You'll gain a comprehensive understanding of this technology, learn how it can be leveraged to drive innovation and efficiency, and explore the range of generative AI services available on Google Cloud. By the end of this course, you'll be equipped to make informed decisions about implementing AI solutions.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eEmpower Decision Makers with Generative AI Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine generative AI and distinguish between generative AI and other types of AI.\u003c\/li\u003e\n\u003cli\u003eDefine the potential personas affected by generative AI and how they can leverage this new technology.\u003c\/li\u003e\n\u003cli\u003eGain insights into real-world generative AI use cases across industries, such as Retail, Automotive, Software Development, and Financial Services.\u003c\/li\u003e\n\u003cli\u003eIdentify and prioritize possible applications in your organization.\u003c\/li\u003e\n\u003cli\u003eUnderstand the pillars of Responsible AI and how it relates to generative AI.\u003c\/li\u003e\n\u003cli\u003eExplain the importance and value of prompt design.\u003c\/li\u003e\n\u003cli\u003eDesign effective prompts following general best practices.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eBasic understanding of AI Concepts and Best Practices\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eEmpower Decision Makers with AI Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: Understanding Generative AI \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine generative AI as a subset of AI.\u003c\/li\u003e\n\u003cli\u003eDiscuss AI's potential impact on organizations.\u003c\/li\u003e\n\u003cli\u003eProvide examples of generative AI applications\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2: Generative AI in your Organization\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine the different personas in your organization for generative AI.\u003c\/li\u003e\n\u003cli\u003eExplore different services for the different personas in your organization.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3: Industry Use Cases\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand common business challenges across different industries.\u003c\/li\u003e\n\u003cli\u003eExplore use cases for generative AI across different industries.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4: Generative AI Case Study\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify Gen AI use cases for your organization.\u003c\/li\u003e\n\u003cli\u003eEvaluate and prioritize generative AI use cases.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 5: Responsible AI \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn how Google approaches Responsible AI.\u003c\/li\u003e\n\u003cli\u003eDefine the pillars of Responsible AI at Google.\u003c\/li\u003e\n\u003cli\u003eUnderstand the relationship between data privacy and generative AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 6: Prompt Design\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the importance of prompt design for generative AI.\u003c\/li\u003e\n\u003cli\u003eWrite effective prompts for interacting with LLMs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 7: Improving Prompts\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse prompt design strategies to improve output from LLMs \u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B97US \/ 2026-07-22T09:00:00 \/ Online","offer_id":47534214381787,"sku":"US-1487-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26AC08US \/ 2026-10-19T09:00:00 \/ Online","offer_id":48216587206875,"sku":"US-1487-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"271C54US \/ 2027-01-20T09:00:00 \/ Online","offer_id":48216587239643,"sku":"US-1487-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"274C05US \/ 2027-04-20T09:00:00 \/ Online","offer_id":48619714805979,"sku":"US-1487-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"gemini-for-google-workspace","title":"Gemini for Google Workspace","description":"\u003cdiv\u003e\u003cp\u003eGemini for Google Workspace provides customers with generative AI features in Google Workspace. In this course, you learn about the main features of Gemini and how they can be used to improve productivity and efficiency in Google Workspace.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eGemini for Google Workspace Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eWrite and refine emails using Gemini in Gmail.\u003c\/li\u003e\n\u003cli\u003eDevelop and refine written content using Gemini in Google Docs.\u003c\/li\u003e\n\u003cli\u003eCreate images with Gemini in Google Slides.\u003c\/li\u003e\n\u003cli\u003eCreate plans and trackers for projects with Gemini in Google Sheets.\u003c\/li\u003e\n\u003cli\u003eCreate custom meeting backgrounds with Gemini in Google Meet.\u003c\/li\u003e\n\u003cli\u003eSummarize files, search for content, and synthesize relevant information across multiple sources using Gemini in Google Drive.\u003c\/li\u003e\n\u003cli\u003ePersonalize an AI assistant with NotebookLM\u003c\/li\u003e\n\u003cli\u003eDiscover a platform that combines search and AI agents across all enterprise data sources with Agentspace.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eSome familiarity with a graphical user interface for Conversational Agents will ease the learning process. 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This course uses lectures and a lab to show you how to install, manage, and scale your Apigee hybrid API Platform.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eManaging Google Cloud’s Apigee API Platform for Hybrid Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the purpose and value of Apigee API Platform.\u003c\/li\u003e\n\u003cli\u003eDescribe basic concepts and capabilities of Google Cloud, Kubernetes, REST, and Anthos.\u003c\/li\u003e\n\u003cli\u003eDiscuss Apigee API Platform architecture and recommended practices for topology design. \u003c\/li\u003e\n\u003cli\u003eExplain Apigee terminology and logical organizational structures.\u003c\/li\u003e\n\u003cli\u003eInstall Apigee hybrid on Google Kubernetes Engine.\u003c\/li\u003e\n\u003cli\u003eDiscuss infrastructure security, user access management, data storage, and encryption practices used in Apigee hybrid.\u003c\/li\u003e\n\u003cli\u003eManage environments in Apigee hybrid.\u003c\/li\u003e\n\u003cli\u003eDiscuss capacity planning and scale runtime components in the hybrid runtime plane.\u003c\/li\u003e\n\u003cli\u003eDescribe the upgrade and rollback process used for the Apigee hybrid installation.\u003c\/li\u003e\n\u003cli\u003eTroubleshoot and monitor the hybrid runtime plane components using logs, metrics, and analytics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eFamiliarity with Linux commands and command line interface\u003c\/li\u003e\n\u003cli\u003eBasic understanding of Google Cloud\u003c\/li\u003e\n\u003cli\u003eBasic understanding of GKE\u003c\/li\u003e\n\u003cli\u003eBasic understanding of networking\u003c\/li\u003e\n\u003cli\u003eBasic understanding of shell scripts, XML, JSON, HTTP, REST, and 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hybrid.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Installation and platform operation\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the process involved in installing Apigee hybrid.\u003c\/li\u003e\n\u003cli\u003eDescribe the tools and commands used to configure and manage the components of the hybrid runtime plane.\u003c\/li\u003e\n\u003cli\u003ePerform an installation of the Apigee hybrid runtime plane in a Kubernetes cluster on GKE.\u003c\/li\u003e\n\u003cli\u003eConfigure the Apigee hybrid runtime plane.\u003c\/li\u003e\n\u003cli\u003eConfigure Apigee hybrid environments and environment groups by using the Apigee hybrid UI.\u003c\/li\u003e\n\u003cli\u003eDeploy simple API proxies to the Apigee hybrid environments.\u003c\/li\u003e\n\u003cli\u003eValidate Apigee hybrid environments by testing API proxies.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Deployment and environment management\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManage 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Conversational Agents uses an AI development system with access to SDKs and APIs in multiple languages. In this course, you will learn how to leverage Conversational Agents to design and build conversational agents on Google Cloud.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eDevelop Conversational Agents on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the different kinds of conversations available with an artificial intelligent (AI) agent.\u003c\/li\u003e\n\u003cli\u003e Design an AI agent for a deterministic intent-based domain.\u003c\/li\u003e\n\u003cli\u003eUnderstand how a user’s request is translated into an action and response.\u003c\/li\u003e\n\u003cli\u003eUse webhooks to access data and products that are not part of the agent.\u003c\/li\u003e\n\u003cli\u003eHandle user errors and unexpected requests.\u003c\/li\u003e\n\u003cli\u003eUse the graphical user interface (GUI) to develop an agent.\u003c\/li\u003e\n\u003cli\u003eGain a working knowledge of the testing tools available in the GUI.\u003c\/li\u003e\n\u003cli\u003eIntegrate a chatbot into external user interfaces.\u003c\/li\u003e\n\u003cli\u003eIncorporate generative AI features into your agent.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eSome familiarity with a graphical user interface for Conversational Agents will ease the learning process. Understanding JSON is helpful.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eDevelop Conversational Agents on Google Cloud\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to Conversational Agents   \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe the goals of virtual agent development and product suites.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Introduction to conversational design\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand virtual agent design\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Steering bot design basics\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDesign a basic steering bot using Conversational Agents\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Implementing bot design\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate an agent, a route, intents, and pages.\u003c\/li\u003e\n\u003cli\u003eImplement routes without parameters.\u003c\/li\u003e\n\u003cli\u003eUse test agent for testing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Entities\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAccess entity parameters.\u003c\/li\u003e\n\u003cli\u003eCreate custom regular expression (RegEx) entities.\u003c\/li\u003e\n\u003cli\u003eCreate custom list entities.\u003c\/li\u003e\n\u003cli\u003eUse current recommended practices for extending a system entity class\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Parameters\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManipulate parameters using various methods.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Event handlers\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand event handlers and how they are used in Conversational Agents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 8) Versions and environments\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse version testing.\u003c\/li\u003e\n\u003cli\u003eUse environments for different audiences.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 9) Testing\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eValidate for static analysis.\u003c\/li\u003e\n\u003cli\u003ePublish to pretest user acceptance testing (UAT).\u003c\/li\u003e\n\u003cli\u003eSimulate for unit testing.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 10) Fulfillment\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse text, conditional, and custom fulfillment.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 11) Integrations\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConfigure Google Messenger and Conversational Phone Gateway.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 12) Webhooks\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRecognize the different types of webhooks.\u003c\/li\u003e\n\u003cli\u003eSet up a webhook with fulfillment response.\u003c\/li\u003e\n\u003cli\u003eSet up a webhook JSON response.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 13) Route groups\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSet up a flow route group.\u003c\/li\u003e\n\u003cli\u003eSet up a session route group.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 14) Design techniques\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse flows to speed the development of an agent.\u003c\/li\u003e\n\u003cli\u003eUse guardrails to prevent problems in agent design.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 15) Generators and generative fallback\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse generators and generative fallback in virtual agents\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267A23US \/ 2026-07-08T09:00:00 \/ Online","offer_id":47319787372763,"sku":"US-1490-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26AC09US \/ 2026-10-07T09:00:00 \/ Herndon, VA","offer_id":48216581865691,"sku":"US-1490-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"271C56US \/ 2027-01-13T09:00:00 \/ Herndon, VA","offer_id":48216581898459,"sku":"US-1490-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"274C06US \/ 2027-04-07T09:00:00 \/ Herndon, VA","offer_id":48570240827611,"sku":"US-1490-IL","price":2228.0,"currency_code":"USD","in_stock":true}]},{"product_id":"build-batch-data-pipelines-on-google-cloud","title":"Build Batch Data Pipelines on Google Cloud","description":"\u003cdiv\u003e\n\u003cp\u003eIn this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting.\u003c\/p\u003e\r\n\u003cp\u003eGet hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL\/ELT, SQL, Python, and Google Cloud concepts is recommended.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuild Batch Data Pipelines on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eImportant Course Information:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDetermine whether batch data pipelines are the correct choice for your business use case.\u003c\/li\u003e\n\u003cli\u003eDesign and build scalable batch data pipelines for high-volume ingestion and transformation.\u003c\/li\u003e\n\u003cli\u003eImplement data quality controls within batch pipelines to ensure data integrity.\u003c\/li\u003e\n\u003cli\u003eOrchestrate, manage, and monitor batch data pipeline workflows, implementing error handling and observability using logging and monitoring tools.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic proficiency with Data Warehousing and ETL\/ELT concepts\u003c\/li\u003e\n\u003cli\u003eBasic proficiency in SQL\u003c\/li\u003e\n\u003cli\u003eBasic programming knowledge (Python recommended)\u003c\/li\u003e\n\u003cli\u003eFamiliarity with gcloud CLI and the Google Cloud console Familiarity with core Google Cloud concepts and services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eBatch Data Pipelines on Cloud Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) When to choose batch data pipelines \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will learn the critical role of a data engineer in developing and maintaining batch data pipelines, understand their core components and lifecycle, and analyze common challenges in batch data processing. You'll also identify key Google Cloud services that address these challenges.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2) Design and build batch data pipelines\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will design scalable batch data pipelines for high-volume data ingestion and transformation. You'll also optimize batch jobs for high throughput and cost-efficiency using various resource management and performance tuning techniques.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3) Control data quality in batch data pipelines\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will develop data validation rules and cleansing logic to ensure data quality within batch pipelines. You'll also implement strategies for managing schema evolution and performing data deduplication in large datasets\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4) Orchestrate and monitor batch data pipelines \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will orchestrate complex batch data pipeline workflows for efficient scheduling and lineage tracking. You'll also implement robust error handling, monitoring, and observability for batch data pipelines.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269C05US \/ 2026-09-08T09:00:00 \/ Online","offer_id":48101401854171,"sku":"US-1491-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26CA26US \/ 2026-12-07T09:00:00 \/ Online","offer_id":48101401886939,"sku":"US-1491-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"273A19US \/ 2027-03-08T09:00:00 \/ Online","offer_id":48329828270299,"sku":"US-1491-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"build-data-lakes-and-data-warehouses-on-google-cloud","title":"Build Data Lakes and Warehouses on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eWhile the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuild Data Lakes and Warehouses on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eImportant Course Information:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDifferentiate between a data lake, data warehouse, data lakehouse\u003c\/li\u003e\n\u003cli\u003eExplain the data lakehouse concept and how it addresses the limitations of traditional data lakes and data warehouses\u003c\/li\u003e\n\u003cli\u003eIdentify various data sources that BigQuery can query\u003c\/li\u003e\n\u003cli\u003eRecognize the capabilities of using BigQuery to create and access AI models\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eTo benefit from this course participants should have familiarity, training, or experience with the principles and activities associated with data engineering, data warehouse or data lake architecture, SQL query language, or data management principles.\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGoogle Data Lakes and Warehouses Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 01 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eIntroduce the learner to the topics that will be covered in the course and the skills they will learn.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 02\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module introduces the foundational concepts of data lakes and data warehouses, setting the stage for modern architectures on Google Cloud.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 03 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module details the concept of a lakehouse and introduces the Google Cloud products most commonly used to build a modern data lakehouse using open-source formats.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule  04 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module explores BigQuery as the cornerstone of a modern data warehouse and introduces BigLake for unifying access across the data lake and warehouse.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 05 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module focuses on advanced architectural patterns for the lakehouse, including data processing, orchestration, and comprehensive data governance across BigQuery, Cloud Storage, and BigLake.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 06 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module provides labs to deepen skills in the tools and technologies used by a lakehouse on Google Cloud and an overview of best practices, common mistakes, and future trends\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 07 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eSummarize the architectural and operational capabilities of the BigQuery-centric data lakehouse, covering governance, advanced analytics, and machine learning\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269C06US \/ 2026-09-09T09:00:00 \/ Online","offer_id":48101401985243,"sku":"US-1492-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26CA27US \/ 2026-12-08T09:00:00 \/ Online","offer_id":48101402018011,"sku":"US-1492-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"273A20US \/ 2027-03-09T09:00:00 \/ Online","offer_id":48331763482843,"sku":"US-1492-IL","price":716.0,"currency_code":"USD","in_stock":true}]},{"product_id":"data-integration-with-cloud-data-fusion","title":"Data Integration with Cloud Data Fusion","description":"\u003cdiv\u003e\u003cp\u003eThis 2-day course introduces learners to Google Cloud’s data integration capability using Cloud Data Fusion. In this course, we discuss challenges with data integration and the need for a data integration platform (middleware). We then discuss how Cloud Data Fusion can help to effectively integrate data from a variety of sources and formats and generate insights. We take a look at Cloud Data Fusion’s main components and how they work, how to process batch data and real time streaming data with visual pipeline design, rich tracking of metadata and data lineage, and how to deploy data pipelines on various execution engines.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eData Integration with Cloud Data Fusion Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eImportant Course Information:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify the need of data integration,\u003c\/li\u003e\n\u003cli\u003eUnderstand the capabilities Cloud Data Fusion provides as a data integration platform,\u003c\/li\u003e\n\u003cli\u003eIdentify use cases for possible implementation with Cloud Data Fusion,\u003c\/li\u003e\n\u003cli\u003e List the core components of Cloud Data Fusion,\u003c\/li\u003e\n\u003cli\u003eDesign and execute batch and real time data processing pipelines,\u003c\/li\u003e\n\u003cli\u003eWork with Wrangler to build data transformations\u003c\/li\u003e\n\u003cli\u003eUse connectors to integrate data from various sources and formats,\u003c\/li\u003e\n\u003cli\u003eConfigure execution environment; Monitor and Troubleshoot pipeline execution,\u003c\/li\u003e\n\u003cli\u003eUnderstand the relationship between metadata and data lineage.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eTo get the most out of this course, participants are encouraged to have completed “Introduction to Data Engineering”\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Integration with Google Cloud Data Fusion Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to data integration and Cloud Data Fusion  \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the need for data integration,\u003c\/li\u003e\n\u003cli\u003eList the situations\/cases where data integration can help businesses,\u003c\/li\u003e\n\u003cli\u003eList the available data integration platforms and tools,\u003c\/li\u003e\n\u003cli\u003eIdentify the challenges with data integration\u003c\/li\u003e\n\u003cli\u003eUnderstand the use of Cloud Data Fusion as a data integration platform\u003c\/li\u003e\n\u003cli\u003eCreate a Cloud Data Fusion instance,\u003c\/li\u003e\n\u003cli\u003eFamiliarize with core framework and major components in Cloud Data Fusion\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Building Pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand Cloud Data Fusion architecture\u003c\/li\u003e\n\u003cli\u003eDefine what a data pipeline is\u003c\/li\u003e\n\u003cli\u003eUnderstand the DAG representation of a data pipeline,\u003c\/li\u003e\n\u003cli\u003eLearn to use Pipeline Studio and its components\u003c\/li\u003e\n\u003cli\u003eDesign a simple pipeline using Pipeline Studio,\u003c\/li\u003e\n\u003cli\u003eDeploy and execute a pipeline\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Designing complex pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePerform branching, merging, and join operations.\u003c\/li\u003e\n\u003cli\u003eExecute pipeline with runtime arguments using macros.\u003c\/li\u003e\n\u003cli\u003eWork with error handlers.\u003c\/li\u003e\n\u003cli\u003eExecute pre- and post-pipeline executions with help of actions and notifications.\u003c\/li\u003e\n\u003cli\u003eSchedule pipelines for execution.\u003c\/li\u003e\n\u003cli\u003eImport and export existing pipelines.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Pipeline execution environment\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the composition of an execution environment.\u003c\/li\u003e\n\u003cli\u003eConfigure your pipeline’s execution environment, logging, and metrics.\u003c\/li\u003e\n\u003cli\u003eUnderstand concepts like compute profile and provisioner.\u003c\/li\u003e\n\u003cli\u003eCreate a compute profile.\u003c\/li\u003e\n\u003cli\u003eCreate pipeline alerts.\u003c\/li\u003e\n\u003cli\u003eMonitor the pipeline under execution.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Building Transformations and Preparing Data with Wrangler\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the use of Wrangler and its main components.\u003c\/li\u003e\n\u003cli\u003eTransform data using Wrangler UI.\u003c\/li\u003e\n\u003cli\u003eTransform data using directives\/CLI methods.\u003c\/li\u003e\n\u003cli\u003eCreate and use user-defined directives.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Connectors and streaming pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConnectors\u003c\/li\u003e\n\u003cli\u003eDLP\u003c\/li\u003e\n\u003cli\u003eReference architecture for streaming applications Building streaming pipelines\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Metadata and data lineage\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eList types of metadata.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between business, technical, and operational metadata.\u003c\/li\u003e\n\u003cli\u003eUnderstand what data lineage is. Understand the importance of maintaining data lineage.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between metadata and data lineage\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267D57US \/ 2026-07-20T09:00:00 \/ Herndon, VA","offer_id":48833427833051,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"268B04CN \/ 2026-08-31T09:00:00 \/ Ottawa","offer_id":48833427865819,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26AC22US \/ 2026-10-19T09:00:00 \/ Herndon, VA","offer_id":48833427898587,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26BA61CN \/ 2026-11-30T09:00:00 \/ Ottawa","offer_id":48833427931355,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"271C66US \/ 2027-01-19T09:00:00 \/ Herndon, VA","offer_id":48833427964123,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"273A60CN \/ 2027-03-01T09:00:00 \/ Ottawa","offer_id":48833427996891,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"274C19US \/ 2027-04-19T09:00:00 \/ Herndon, VA","offer_id":48833428029659,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"276A73CN \/ 2027-06-01T09:00:00 \/ Ottawa","offer_id":48833428062427,"sku":"US-1493-IL","price":1640.0,"currency_code":"USD","in_stock":true}]},{"product_id":"bigquery-for-data-analysts","title":"BigQuery for Data Analysts","description":"\u003cdiv\u003e\u003cp\u003eThis course is designed for data analysts who want to learn about using BigQuery for their data analysis needs. Through a combination of videos, labs, and demos, we cover various topics that discuss how to ingest, transform, and query your data in BigQuery to derive insights that can help in business decision-making.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBigQuery for Data Analysts Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLearn the purpose and value of BigQuery, Google Cloud’s enterprise data warehouse, and discuss its data analytics features.\u003c\/li\u003e\n\u003cli\u003eAnalyze large datasets in BigQuery with SQL.\u003c\/li\u003e\n\u003cli\u003eClean and transform your data in BigQuery with SQL.\u003c\/li\u003e\n\u003cli\u003eIngest new BigQuery datasets, and discuss options for external data sources.\u003c\/li\u003e\n\u003cli\u003eReview visualization principles, and use Connected Sheets and Looker Studio to visualize data insights from BigQuery.\u003c\/li\u003e\n\u003cli\u003eUse Dataform to develop scalable data transformation pipelines in BigQuery.\u003c\/li\u003e\n\u003cli\u003eUse new integrations and assistive capabilities introduced with BigQuery Studio\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eBigQuery Training for Analysts Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) \u003c\/b\u003eBigQuery for data analysts\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify analytics challenges faced by data analysts, and compare big data on-premises versus in the cloud.\u003c\/li\u003e\n\u003cli\u003eLearn the purpose and value of BigQuery, Google Cloud’s enterprise data warehouse, and discuss its data analytics features.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 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tables.\u003c\/li\u003e\n\u003cli\u003eIngest and store new BigQuery datasets.\u003c\/li\u003e\n\u003cli\u003eDiscuss options for external data sources\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5) \u003c\/b\u003eVisualizing your insights from BigQuery\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReview data visualization principles and common visualization pitfalls.\u003c\/li\u003e\n\u003cli\u003eUse Connected Sheets and Looker Studio to visualize data insights from BigQuery.\u003c\/li\u003e\n\u003cli\u003eDiscuss running analyses in a Jupyter Notebook\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 6) \u003c\/b\u003eDeveloping scalable data transformation pipelines in BigQuery with Dataform\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Dataform to develop scalable data transformation pipelines in BigQuery.\u003c\/li\u003e\n\u003cli\u003eLearn how 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