{"title":"Cloud","description":null,"products":[{"product_id":"certified-cloud-security-professional-ccsp-training-and-certification","title":"Certified Cloud Security Professional (CCSP) Training and Certification","description":"\u003cdiv\u003e\n\u003cp\u003eThe \u003cstrong\u003eISC2 Certified Cloud Security Professional CCSP Training Course\u003c\/strong\u003e is designed for security professionals seeking to enhance their knowledge of cloud security. The program covers various aspects of data security, cloud infrastructure security, and information security. Through this training, participants will learn how to secure data centers, cloud environments, and cloud-based data access. The focus will be on cloud security solutions and techniques for detecting and responding to security incidents. \u003c\/p\u003e\r\n\u003cp\u003eThe training covers cloud computing technologies, including Microsoft Azure, as well as security practices related to physical infrastructure, cloud resource access control, and protection of sensitive data. Load balancers, security operations centers (SOCs), and cloud environment security will also be covered. Upon completion of the training, participants can attempt the CCSP exam, and earn the CCSP certification after passing the exam, which is a recognized industry standard for cloud security expertise.\u003cbr\u003e \u003cbr\u003eU.S. DoDM 8140.03\u003cbr\u003eAPPROVED BY DEPARTMENT OF DEFENSE\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eCertified Cloud Security Professional (CCSP) Training and Certification Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this CCSP course, you will learn how to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine Cloud Concepts, Architecture, and Design\u003c\/li\u003e\n\u003cli\u003eImplement Cloud Data Security\u003c\/li\u003e\n\u003cli\u003eUnderstand Cloud Platform and Infrastructure Security\u003c\/li\u003e\n\u003cli\u003eSecure Cloud Applications\u003c\/li\u003e\n\u003cli\u003eOperationalize Cloud Security\u003c\/li\u003e\n\u003cli\u003eUnderstand Legal, Risk, and Compliance\u003c\/li\u003e\n\u003cli\u003eContinue learning and face new challenges with after-course one-on-one instructor coaching\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCCSP Training Prerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eFive years of cumulative, full-time working experience in IT (Information Technology) (three must be in information security, and one must be in one of the six CCSP CBK domains).\u003c\/li\u003e\n\u003cli\u003eThose without the required experience can take the exam to \u003ca href=\"https:\/\/www.isc2.org\/how-to-become-an-associate.aspx\" title=\"How to become an ISC2 Associate | ISC2 Home\" rel=\"nofollow noopener\" target=\"_blank\"\u003ebecome an Associate of ISC2\u003c\/a\u003e; while working toward the experience needed for full certification.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCCSP Certification Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eAttendees can self-submit our courses for the following \u003ca href=\"https:\/\/www.isc2.org\/CPE-Portal-Questions\" title=\"CPE Portal Questions | (ISC)² Home\" rel=\"nofollow noopener\" target=\"_blank\"\u003eCPE credit\u003c\/a\u003e:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGroup A credits for attending any of our cybersecurity courses, and \u003c\/li\u003e\n\u003cli\u003eGroup B General Education credits for attending any other Learning Tree course.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThis is an ISC2 certification prep course. \u003cspan title=\"(ISC)²® Certification Training Courses | Learning Tree\" rel=\"follow noopener\" target=\"_blank\"\u003eClick here to view more ISC2 certification prep training\u003c\/span\u003e.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eCCSP Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 1: Cloud Concepts, Architecture and Design\u003c\/h4\u003e\n\u003cp\u003e1.1 Understand cloud computing concepts\u003c\/p\u003e\n\u003cp\u003e1.2 Describe cloud reference architecture\u003c\/p\u003e\n\u003cp\u003e1.3 Understand security concepts relevant to cloud computing\u003c\/p\u003e\n\u003cp\u003e1.4 Understand design principles of secure cloud computing\u003c\/p\u003e\n\u003cp\u003e1.5 Evaluate cloud service providers\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 2: Cloud Data Security\u003c\/h4\u003e\n\u003cp\u003e2.1 Describe cloud data concepts\u003c\/p\u003e\n\u003cp\u003e2.2 Design and implement cloud data storage architectures\u003c\/p\u003e\n\u003cp\u003e2.3 Design and apply data security technologies and strategies\u003c\/p\u003e\n\u003cp\u003e2.4 Implement data discovery\u003c\/p\u003e\n\u003cp\u003e2.5 Plan and implement data classification\u003c\/p\u003e\n\u003cp\u003e2.6 Design and implement Information Rights Management (IRM)\u003c\/p\u003e\n\u003cp\u003e2.7 Plan and implement data retention, deletion, and archiving policies\u003c\/p\u003e\n\u003cp\u003e2.8 Design and implement auditability, traceability, and accountability of data events\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 3: Cloud Platform and Infrastructure Security\u003c\/h4\u003e\n\u003cp\u003e3.1 Comprehend cloud infrastructure and platform components\u003c\/p\u003e\n\u003cp\u003e3.2 Design a secure data center\u003c\/p\u003e\n\u003cp\u003e3.3 Analyze risks associated with cloud infrastructure and platforms\u003c\/p\u003e\n\u003cp\u003e3.4 Plan and implementation of security controls\u003c\/p\u003e\n\u003cp\u003e3.5 Plan business continuity (BC) and disaster recovery (DR)\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 4: Cloud Application Security\u003c\/h4\u003e\n\u003cp\u003e4.1 Advocate training and awareness for application security\u003c\/p\u003e\n\u003cp\u003e4.2 Describe the Secure Software Development Life Cycle (SDLC) process\u003c\/p\u003e\n\u003cp\u003e4.3 Apply the Secure Software Development Life Cycle (SDLC)\u003c\/p\u003e\n\u003cp\u003e4.4 Apply cloud software assurance and validation\u003c\/p\u003e\n\u003cp\u003e4.5 Use verified secure software\u003c\/p\u003e\n\u003cp\u003e4.6 Comprehend the specifics of cloud application architecture\u003c\/p\u003e\n\u003cp\u003e4.7 Design an appropriate identity and access management (IAM) solution\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 5: Cloud Security Operations\u003c\/h4\u003e\n\u003cp\u003e5.1 Build and implement physical and logical infrastructure for the cloud environment\u003c\/p\u003e\n\u003cp\u003e5.2 Operate and maintain physical and logical infrastructure for cloud environment\u003c\/p\u003e\n\u003cp\u003e5.3 Implement operational controls and standards\u003c\/p\u003e\n\u003cp\u003e5.4 Support digital forensics\u003c\/p\u003e\n\u003cp\u003e5.5 Manage communication with relevant parties\u003c\/p\u003e\n\u003cp\u003e5.6 Manage security operations\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eDomain 6: Legal, Risk, and Compliance\u003c\/h4\u003e\n\u003cp\u003e6.1 Articulate legal requirements and unique risks within the cloud environment\u003c\/p\u003e\n\u003cp\u003e6.2 Understand privacy issues\u003c\/p\u003e\n\u003cp\u003e6.3 Understand audit process, methodologies, and required adaptations for a cloud environment\u003c\/p\u003e\n\u003cp\u003e6.4 Understand implications of cloud to enterprise risk management\u003c\/p\u003e\n\u003cp\u003e6.5 Understand outsourcing and cloud contract design\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268A03CN \/ 2026-08-10T09:00:00 \/ 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(CVO-004) course is a comprehensive training program designed to equip IT professionals with the essential skills and knowledge needed to effectively deploy, manage, and troubleshoot cloud infrastructure services. This course provides an in-depth understanding of cloud technologies and emphasizes the integration of cloud services into broader IT systems operations.\u003c\/p\u003e\r\n\u003cp\u003eU.S. DoDM 8140.03 APPROVED BY DEPARTMENT OF DEFENSE\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eCompTIA Cloud+® Certification Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will learn how to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eUnderstand cloud architecture and design concepts.\u003c\/li\u003e\n\u003cli\u003eImplement and maintain a secure cloud environment.\u003c\/li\u003e\n\u003cli\u003eSuccessfully provision and configure cloud resources.\u003c\/li\u003e\n\u003cli\u003eDemonstrate the ability to manage operations throughout the cloud environment life cycle using observability, scaling, and automation.\u003c\/li\u003e\n\u003cli\u003eUnderstand fundamental DevOps concepts related to deployment and integration.\u003c\/li\u003e\n\u003cli\u003eTroubleshoot common issues related to cloud management.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eTraining Prerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eTo succeed in this course and successfully pass the exam, you should have 2-3  years of experience with IT (Information Technology) networking, network storage, virtualization and data center administration. A basic knowledge of standard cloud service models and common cloud deployment models is also helpful.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCertification Information\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eThis course is designed for students preparing to take the CompTIA Cloud+ certification exam CV0-004.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eCompTIA Cloud+ Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1.0 Cloud Architecture\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eUse the appropriate cloud service model.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCloud service models\u003c\/li\u003e\n\u003cli\u003eShared responsibility model\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain concepts related to service availability.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eResource availability\u003c\/li\u003e\n\u003cli\u003eDisaster recovery (DR)\u003c\/li\u003e\n\u003cli\u003eMulticloud tenancy\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain cloud networking concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublic and private connections to the cloud\u003c\/li\u003e\n\u003cli\u003eNetwork functions, components, and services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompare and contrast storage resources and technologies.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTiered storage\u003c\/li\u003e\n\u003cli\u003eDisk types\u003c\/li\u003e\n\u003cli\u003eStorage types\u003c\/li\u003e\n\u003cli\u003ePerformance implications\u003c\/li\u003e\n\u003cli\u003eCost implications\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain the purpose of cloud-native design concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCloud-provided managed services\u003c\/li\u003e\n\u003cli\u003eMicroservices\u003c\/li\u003e\n\u003cli\u003eLoosely coupled architecture\u003c\/li\u003e\n\u003cli\u003eFan-out\u003c\/li\u003e\n\u003cli\u003eService discovery\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompare and contrast containerization concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eStand-alone\u003c\/li\u003e\n\u003cli\u003eWorkload orchestration\u003c\/li\u003e\n\u003cli\u003eNetworking\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompare and contrast virtualization concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eStand-alone\u003c\/li\u003e\n\u003cli\u003eClustering\u003c\/li\u003e\n\u003cli\u003eCloning\u003c\/li\u003e\n\u003cli\u003eHost affinity\u003c\/li\u003e\n\u003cli\u003eHardware pass-through\u003c\/li\u003e\n\u003cli\u003eNetwork types\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eSummarize cost considerations related to cloud usage.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBilling models\u003c\/li\u003e\n\u003cli\u003eResource metering\u003c\/li\u003e\n\u003cli\u003eTagging\u003c\/li\u003e\n\u003cli\u003eRightsizing\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain the importance of database concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDeployment options\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompare and contrast methods for optimizing workloads using cloud resources.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCompute resources\u003c\/li\u003e\n\u003cli\u003eOrchestration\u003c\/li\u003e\n\u003cli\u003eWorkflow\u003c\/li\u003e\n\u003cli\u003eNetwork\u003c\/li\u003e\n\u003cli\u003eStorage\u003c\/li\u003e\n\u003cli\u003eManaged services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eIdentify evolving technologies in the cloud.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMachine learning and artificial intelligence (AI)\u003c\/li\u003e\n\u003cli\u003eInternet of Things (IoT)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2.0 Deployment\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eCompare and contrast cloud deployment models.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePublic and Private\u003c\/li\u003e\n\u003cli\u003eHybrid\u003c\/li\u003e\n\u003cli\u003eCommunity\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eImplement appropriate deployment strategies.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBlue-green\u003c\/li\u003e\n\u003cli\u003eCanary\u003c\/li\u003e\n\u003cli\u003eRolling\u003c\/li\u003e\n\u003cli\u003eIn-place\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eSummarize aspects of cloud migration.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eMigration types\u003c\/li\u003e\n\u003cli\u003eResource allocation\u003c\/li\u003e\n\u003cli\u003eConsiderations\u003c\/li\u003e\n\u003cli\u003eApplication migration strategies\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eUse code to deploy and configure cloud resources\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInfrastructure as code (IaC)\u003c\/li\u003e\n\u003cli\u003eConfiguration as code (CaC)\u003c\/li\u003e\n\u003cli\u003eScripting logic\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eProvision the appropriate cloud resources.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRepeatability\u003c\/li\u003e\n\u003cli\u003eDrift detection\u003c\/li\u003e\n\u003cli\u003eVersioning\u003c\/li\u003e\n\u003cli\u003eTesting\u003c\/li\u003e\n\u003cli\u003eDocumentation\u003c\/li\u003e\n\u003cli\u003eFormats\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3.0 Operations\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eConfigure appropriate resources to achieve observability.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLogging\u003c\/li\u003e\n\u003cli\u003eTracing and Monitoring\u003c\/li\u003e\n\u003cli\u003eAlerting\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eConfigure appropriate scaling approaches.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eApproaches\u003c\/li\u003e\n\u003cli\u003eTypes\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eUse appropriate backup and recovery methods.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBackup types\u003c\/li\u003e\n\u003cli\u003eBackup locations\u003c\/li\u003e\n\u003cli\u003eSchedule\u003c\/li\u003e\n\u003cli\u003eRetention and Replication\u003c\/li\u003e\n\u003cli\u003eEncryption\u003c\/li\u003e\n\u003cli\u003eTesting\u003c\/li\u003e\n\u003cli\u003eRecovery types and Options\u003c\/li\u003e\n\u003cli\u003eManage the life cycle of cloud resources.\u003c\/li\u003e\n\u003cli\u003ePatches\u003c\/li\u003e\n\u003cli\u003eUpdates\n\u003cul style=\"list-style-type: circle;\"\u003e\n\u003cli\u003eTesting\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003eData\n\u003cul style=\"list-style-type: circle;\"\u003e\n\u003cli\u003eDecommissioning\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e4.0 Security\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eExplain vulnerability management concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCommon Vulnerabilities and Exposures (CVEs)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCompare and contrast aspects of compliance and regulation.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eData sovereignty\u003c\/li\u003e\n\u003cli\u003eData ownership\u003c\/li\u003e\n\u003cli\u003eData locality\u003c\/li\u003e\n\u003cli\u003eData classification\u003c\/li\u003e\n\u003cli\u003eData retention\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eImplement identity and access management.\u003c\/p\u003e\n\u003cp\u003eSecure access to the cloud management environment\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAuthentication models\u003c\/li\u003e\n\u003cli\u003eAuthorization models\u003c\/li\u003e\n\u003cli\u003eAccounting\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eApply security best practices.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eZero Trust\u003c\/li\u003e\n\u003cli\u003eBenchmark\n\u003cul style=\"list-style-type: circle;\"\u003e\n\u003cli\u003eHardening\u003c\/li\u003e\n\u003cli\u003ePatching\u003c\/li\u003e\n\u003cli\u003eEncryption\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003eSecrets management\u003c\/li\u003e\n\u003cli\u003eAPI security\u003c\/li\u003e\n\u003cli\u003ePrinciple of least privilege\u003c\/li\u003e\n\u003cli\u003eContainer security\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eApply security controls in the cloud.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eEndpoint protection\u003c\/li\u003e\n\u003cli\u003eData loss prevention (DLP)\u003c\/li\u003e\n\u003cli\u003eIntrusion prevention system\/intrusion detection system (IPS\/IDS)\u003c\/li\u003e\n\u003cli\u003eDistributed denial-of-service (DDoS) protection\u003c\/li\u003e\n\u003cli\u003eIdentity and access management (IAM) policies\u003c\/li\u003e\n\u003cli\u003eFirewall\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eMonitor suspicious activities to identify common attacks.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eEvent monitoring\u003c\/li\u003e\n\u003cli\u003eDeviation from the baseline\u003c\/li\u003e\n\u003cli\u003eUnnecessary open ports\u003c\/li\u003e\n\u003cli\u003eAttack types\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5.0  DevOps Fundamentals\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eExplain source control concepts.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eVersion management\u003c\/li\u003e\n\u003cli\u003eCode review\u003c\/li\u003e\n\u003cli\u003ePull request\u003c\/li\u003e\n\u003cli\u003eCode push\u003c\/li\u003e\n\u003cli\u003eCode commit\u003c\/li\u003e\n\u003cli\u003eCode merge\u003c\/li\u003e\n\u003cli\u003eBranch management\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain concepts related to continuous integration\/continuous deployment (CI\/CD) pipelines.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAutomation\u003c\/li\u003e\n\u003cli\u003eCode integration\u003c\/li\u003e\n\u003cli\u003eCode deployment - Build\u003c\/li\u003e\n\u003cli\u003eTesting\u003c\/li\u003e\n\u003cli\u003eSecurity\u003c\/li\u003e\n\u003cli\u003eWorkflow\u003c\/li\u003e\n\u003cli\u003eArtifacts\u003c\/li\u003e\n\u003cli\u003eRepositories\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain concepts related to integration of systems.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eEvent-driven architectures\u003c\/li\u003e\n\u003cli\u003eWeb services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eExplain the importance of tools used in DevOps environments.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAnsible\u003c\/li\u003e\n\u003cli\u003eDocker\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eElasticsearch, Logstash, and Kibana (ELK) stack\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGitHub actions\u003c\/li\u003e\n\u003cli\u003eGrafana,  Jenkins, Kubernetes and Terraform\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e6.0 Troubleshooting\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eGiven a scenario, troubleshoot deployment issues.\u003c\/p\u003e\n\u003cp\u003eIncompatibility\u003c\/p\u003e\n\u003cp\u003eMisconfigurations\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOutdated component definitions\u003c\/li\u003e\n\u003cli\u003eDeprecation of functionality\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eOutages\u003c\/p\u003e\n\u003cp\u003eTroubleshoot network issues\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNetwork service unavailability\u003c\/li\u003e\n\u003cli\u003eLatency\u003c\/li\u003e\n\u003cli\u003eBandwidth\/throughput issues\u003c\/li\u003e\n\u003cli\u003eNetwork device misconfiguration\u003c\/li\u003e\n\u003cli\u003eProtocol incompatibility\u003c\/li\u003e\n\u003cli\u003eProtocol deprecations\u003c\/li\u003e\n\u003cli\u003eIP addressing issues\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eTroubleshoot security issues\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCipher suite deprecations\u003c\/li\u003e\n\u003cli\u003eAuthorization issues\u003c\/li\u003e\n\u003cli\u003eSoftware vulnerability issues\u003c\/li\u003e\n\u003cli\u003eUnauthorized software\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267A17CN \/ 2026-07-20T09:00:00 \/ Ottawa","offer_id":47534192230619,"sku":"US-2048-IL","price":2232.0,"currency_code":"USD","in_stock":true},{"title":"269A88US \/ 2026-09-14T09:00:00 \/ Herndon, 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VA","offer_id":48329827254491,"sku":"US-2048-IL","price":2232.0,"currency_code":"USD","in_stock":true},{"title":"274B87US \/ 2027-04-12T09:00:00 \/ New York","offer_id":48586414686427,"sku":"US-2048-IL","price":2232.0,"currency_code":"USD","in_stock":true},{"title":"275A28CN \/ 2027-05-03T09:00:00 \/ Ottawa","offer_id":48736215826651,"sku":"US-2048-IL","price":2232.0,"currency_code":"USD","in_stock":true}]},{"product_id":"introduction-to-cloud-computing-training","title":"Introduction to Cloud Computing Training","description":"\u003cdiv\u003e\n\u003cp\u003eIn this \u003cstrong\u003ecloud computing training\u003c\/strong\u003e, you will evaluate and assess the business and technical benefits of cloud computing. Additionally, you will gain the foundational knowledge to analyze cloud applications for use in your organization and learn how cloud computing can supply efficient solutions to technical, business, and administrative challenges. \u003c\/p\u003e\r\n\u003cp\u003eThis introduction to cloud computing course includes 12 hours of ILT (Instructor-Led Training) or VILT (Virtual Instructor-Led Training) presented by a real-world cloud computing expert instructor.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to Cloud Computing Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this Introduction to Cloud Computing Training course, you will learn how to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExploit the benefits of the modern cloud services such as data warehouses and analytics.\u003c\/li\u003e\n\u003cli\u003eExplore the services provided by the leading cloud providers.\u003c\/li\u003e\n\u003cli\u003eApply tips and best practices when adopting and migrating to the cloud.\u003c\/li\u003e\n\u003cli\u003eLeverage continued support with after-course one-on-one instructor coaching and computing sandbox.\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\u003eBefore trying this course, attendees should have:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eWorking knowledge of internet technologies.\u003c\/li\u003e\n\u003cli\u003eA background in cloud computing is not needed.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eCloud Computing Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 1: Introduction to Cloud Computing\u003c\/h4\u003e\n\u003cp\u003eDefining cloud computing\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eServices provided by the Cloud\u003c\/li\u003e\n\u003cli\u003eDifferentiating types of clouds: public, private, and hybrid\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eDelivering services from the cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCategorizing service types\u003c\/li\u003e\n\u003cli\u003eComparing vendor cloud products: Amazon, Google, Microsoft, and others\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eKey drivers of cloud computing solutions\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInstantaneous provisioning of computing resources\u003c\/li\u003e\n\u003cli\u003eTapping into unlimited storage capacity\u003c\/li\u003e\n\u003cli\u003eCost-effective pay-as-you-use billing models\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eEvaluating barriers to cloud computing\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eHandling sensitive data\u003c\/li\u003e\n\u003cli\u003eAspects of cloud security\u003c\/li\u003e\n\u003cli\u003eAssessing governance solutions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 2: Cloud Computing Infrastructure\u003c\/h4\u003e\n\u003cp\u003eVirtualization\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eVirtualization benefits and costs\u003c\/li\u003e\n\u003cli\u003eCreating VMs (Virtual Machines) in the Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eManaging Networking in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCloud regions and zones\u003c\/li\u003e\n\u003cli\u003eSecuring networks in the Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eEnabling technologies\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAccessing the Cloud – console access and command-line\u003c\/li\u003e\n\u003cli\u003eREST services\u003c\/li\u003e\n\u003cli\u003eDefining APIs for Cloud development and migration\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eAccessing IaaS\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eProvisioning servers on demand\u003c\/li\u003e\n\u003cli\u003eHosting websites on Virtual Machines\u003c\/li\u003e\n\u003cli\u003eTools and support for management and monitoring\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHosting and Migrating Containers in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePackaging applications as containers\u003c\/li\u003e\n\u003cli\u003eHosting containers using Platform as a Service (PaaS)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 3: Cloud Storage and Databases\u003c\/h4\u003e\n\u003cp\u003eManaging Data Growth\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBig Data – Volume, Velocity and Variety of data\u003c\/li\u003e\n\u003cli\u003eWhy NoSQL – alternatives to traditional databases\u003c\/li\u003e\n\u003cli\u003eWhy host data in the Cloud?\u003c\/li\u003e\n\u003cli\u003eChoosing the right Cloud data platforms\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eUsing Cloud NoSQL\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManaging object storage\u003c\/li\u003e\n\u003cli\u003eHosting static websites using object storage\u003c\/li\u003e\n\u003cli\u003eOther NoSQL platforms – document databases, columnar storage, and graph databases\u003c\/li\u003e\n\u003cli\u003eDenormalizing relational data for data analytics performance\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eDeploying Relational Databases in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eWhy host Databases using PaaS?\u003c\/li\u003e\n\u003cli\u003eDeployment options for databases for High Availability and resilience\u003c\/li\u003e\n\u003cli\u003eAutoscaling databases in the Cloud to meet demand\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHosting Data Warehouses in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eEnabling data analytics and machine learning using data warehouses\u003c\/li\u003e\n\u003cli\u003eExploring data warehouse hosting options\u003c\/li\u003e\n\u003cli\u003eDeploying a data warehouse\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eModule 4: Migrating to the Cloud\u003c\/h4\u003e\n\u003cp\u003eManaging Cloud costs\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUsing Cloud Cost calculators\u003c\/li\u003e\n\u003cli\u003ePayment options for Cloud\u003c\/li\u003e\n\u003cli\u003eManaging risks of Cloud overspend\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eArchitecting an Effective Cloud Solution\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eApplying business goals and constraints to choosing Cloud platforms\u003c\/li\u003e\n\u003cli\u003eUsing TOGAF best practices for Cloud deployment \u003c\/li\u003e\n\u003cli\u003eDeploying Cloud Landing Zones\u003c\/li\u003e\n\u003cli\u003eDesign for failure to ensure High Availability\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eSecuring the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eThe Shared Responsibility model for Cloud Security\u003c\/li\u003e\n\u003cli\u003eTools and techniques for securing data and applications in the Cloud\u003c\/li\u003e\n\u003cli\u003eSecurity standards compliance\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eDevOps in the Cloud\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInfrastructure as Code\u003c\/li\u003e\n\u003cli\u003eApplying Agile principles to Cloud operations\u003c\/li\u003e\n\u003cli\u003eUsing DevOps tools in the Cloud\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eCloud Adoption Strategies\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eManaging Cloud adoption risks\u003c\/li\u003e\n\u003cli\u003eBest practices for Cloud adoption\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"266B43US \/ 2026-06-08T09:00:00 \/ Online","offer_id":47534198816987,"sku":"US-1200-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"269B23US \/ 2026-09-08T09:00:00 \/ Herndon, VA","offer_id":47570763841755,"sku":"US-1200-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"26CB64US \/ 2026-12-07T09:00:00 \/ Herndon, VA","offer_id":48216578130139,"sku":"US-1200-IL","price":1640.0,"currency_code":"USD","in_stock":true},{"title":"273B79US \/ 2027-03-08T09:00:00 \/ Herndon, VA","offer_id":48329828237531,"sku":"US-1200-IL","price":1640.0,"currency_code":"USD","in_stock":true}]},{"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 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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":"analyzing-and-visualizing-data-in-looker","title":"Analyzing and Visualizing Data in Looker","description":"\u003cdiv\u003e\u003cp\u003eIn this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eAnalyzing and Visualizing Data in Looker 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\u003eDefine Looker and the capabilities it provides for working with data.\u003c\/li\u003e\n\u003cli\u003eExplain the four core analytical concepts in Looker (dimensions, measures, filters, pivots)\u003c\/li\u003e\n\u003cli\u003eUse dimensions, measures, filters, and pivots to analyze and visualize data.\u003c\/li\u003e\n\u003cli\u003eCreate advanced metrics instantaneously with table calculations.\u003c\/li\u003e\n\u003cli\u003eCreate and share visualizations using Looks and dashboards.\u003c\/li\u003e\n\u003cli\u003eDiscuss the use of folders and boards in Looker to manage and organize content.\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\u003eNone\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eAnalyzing and Visualizing Data in Looker Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cstrong\u003eModule 1) Introduction to Looker\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine Looker and the capabilities it provides for working with data.\u003c\/li\u003e\n\u003cli\u003eNavigate the Looker user interface to access data and functionality.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eModule 2) Core Analytics and Concepts\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the four core analytical concepts in Looker (dimensions, measures, filters, pivots)\u003c\/li\u003e\n\u003cli\u003eDiscuss dimensions to access data attributes.\u003c\/li\u003e\n\u003cli\u003eIdentify measures to aggregate data attributes.\u003c\/li\u003e\n\u003cli\u003eCombine dimensions and measures for richer data analysis and visualization.\u003c\/li\u003e\n\u003cli\u003eFilter dimensions and measures to analyze a subset of the data.\u003c\/li\u003e\n\u003cli\u003eUse pivots to restructure and group data.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eModule 3) Table Calculations\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain how table calculations and offset functions are used to work with data in Looker.\u003c\/li\u003e\n\u003cli\u003eList the types of table calculations and offset functions available in Looker.\u003c\/li\u003e\n\u003cli\u003eCreate new metrics instantaneously with table calculations and offset functions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eModule 4) Looks and Dashboards\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain how to create and deliver Looks and dashboards in Looker to share results with stakeholders.\u003c\/li\u003e\n\u003cli\u003eDiscuss how to create and share standalone visualization reports called Looks.\u003c\/li\u003e\n\u003cli\u003eDiscuss how to create and share dashboards to combine multiple visualizations for a business topic or domain.\u003c\/li\u003e\n\u003cli\u003eAdd new content to an existing dashboard.\u003c\/li\u003e\n\u003cli\u003eAdd filters to a Look or dashboard for flexible analysis of a subset of the data.\u003c\/li\u003e\n\u003cli\u003eDiscuss the delivery of data outside of Looker for access by other stakeholders or system.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eModule 5) Content Management\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eLooker content organization, folders, boards\u003c\/li\u003e\n\u003cli\u003eDiscuss folders in Looker to organize content for navigability and discoverability.\u003c\/li\u003e\n\u003cli\u003eDiscuss the creating and sharing of boards to centralize content that lives in different folders in a Looker instance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B62US \/ 2026-07-06T09:00:00 \/ Online","offer_id":47534213726427,"sku":"US-1466-IL","price":716.0,"currency_code":"USD","in_stock":true},{"title":"26CB67US \/ 2026-12-07T09:00:00 \/ Online","offer_id":48216586682587,"sku":"US-1466-IL","price":716.0,"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":"data-warehousing-with-bigquery","title":"Data Warehousing with BigQuery","description":"\u003cdiv\u003e\u003cp\u003eIn this course, you learn about the internals of BigQuery and best practices for designing, optimizing, and administering your data warehouse. Through a combination of lectures, demos, and labs, you learn about BigQuery architecture and how to design optimal storage and schemas for data ingestion and changes. Next, you learn techniques to improve read performance, optimize queries, manage workloads, and use logging and monitoring tools. You also learn about the different pricing models. Finally, you learn various methods to secure data, automate workloads, and build machine learning models with BigQuery ML.\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eData Warehousing with BigQuery 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 BigQuery architecture fundamentals.\u003c\/li\u003e\n\u003cli\u003eImplement storage and schema design patterns to improve performance.\u003c\/li\u003e\n\u003cli\u003eUse DML and schedule data transfers to ingest data.\u003c\/li\u003e\n\u003cli\u003eApply best practices to improve read efficiency and optimize query performance.\u003c\/li\u003e\n\u003cli\u003eManage capacity and automate workloads.\u003c\/li\u003e\n\u003cli\u003eUnderstand patterns versus anti-patterns to optimize queries and improve read performance.\u003c\/li\u003e\n\u003cli\u003eUse logging and monitoring tools to understand and optimize usage patterns.\u003c\/li\u003e\n\u003cli\u003eApply security best practices to govern data and resources.\u003c\/li\u003e\n\u003cli\u003eBuild and deploy several categories of machine learning models with BigQuery ML.\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\n\u003cp\u003eFundamentals of Big Data and Machine Learning\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Warehousing with BigQuery Training Outling\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) BigQuery Architecture Fundamentals\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplain the benefits of columnar storage.\u003c\/li\u003e\n\u003cli\u003eUnderstand how BigQuery processes data.\u003c\/li\u003e\n\u003cli\u003eExplore the basics of BigQuery’s shuffling service to improve query efficiency.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2) Storage and Schema Optimization\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCompare the performance of different schemas (snowflake, denormalized, and nested and repeated fields).\u003c\/li\u003e\n\u003cli\u003ePartition and cluster data for better performance improve schema design using nested and repeated fields.\u003c\/li\u003e\n\u003cli\u003eDescribe additional best practices such as table and partition expiration.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3) Ingesting Data\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIngest batch and streaming data.\u003c\/li\u003e\n\u003cli\u003eQuery external data sources.\u003c\/li\u003e\n\u003cli\u003eSchedule data transfers.\u003c\/li\u003e\n\u003cli\u003eUnderstand how to use Storage Write API.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 4) Changing Data\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eWrite DML statements.\u003c\/li\u003e\n\u003cli\u003eAddress common DML performance problems and bottlenecks.\u003c\/li\u003e\n\u003cli\u003eIdentify slowly changing dimensions (SCD) in your data and make updates.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 5) Improving Read Performance\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore BigQuery’s cache.\u003c\/li\u003e\n\u003cli\u003eCreate materialized views.\u003c\/li\u003e\n\u003cli\u003eWork with BI Engine to accelerate your SQL queries.\u003c\/li\u003e\n\u003cli\u003eUse the Storage Read API for fast access to BigQuery-managed storage.\u003c\/li\u003e\n\u003cli\u003eExplain the caveats of using external data sources.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 6) Optimizing and Troubleshooting Queries\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eInterpret BigQuery execution details and the query plan.\u003c\/li\u003e\n\u003cli\u003eOptimize query performance by using suggested methods for SQL statements and clauses.\u003c\/li\u003e\n\u003cli\u003eDemonstrate best practices for functions in business use cases.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 7) Workload Management and Pricing\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDefine a BigQuery slot.\u003c\/li\u003e\n\u003cli\u003eExplain pricing models and pricing estimations (BigQuery UI, bq dry_run, jobs API).\u003c\/li\u003e\n\u003cli\u003eUnderstand slot reservations, commitments, and assignments.\u003c\/li\u003e\n\u003cli\u003eIdentify best practices to control costs.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 8) Logging and Monitoring\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Cloud Monitoring to view BigQuery metrics.\u003c\/li\u003e\n\u003cli\u003eExplore the BigQuery admin panel.\u003c\/li\u003e\n\u003cli\u003eUse Cloud Audit logs.\u003c\/li\u003e\n\u003cli\u003eWork with INFORMATION_SCHEMA tables to get insights for your BigQuery entities.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 9) Security in BigQuery\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore data discovery using Data Catalog.\u003c\/li\u003e\n\u003cli\u003eDiscuss data governance using DLP API and Data Catalog.\u003c\/li\u003e\n\u003cli\u003eCreate IAM policies (e.g., authorized views) to secure resources.\u003c\/li\u003e\n\u003cli\u003eSecure data with classifications (e.g., row-level policies).\u003c\/li\u003e\n\u003cli\u003eUnderstand how BigQuery uses encryption.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 10) Automating Workloads\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSchedule queries.\u003c\/li\u003e\n\u003cli\u003eUse scripting and stored procedures to build custom transformations.\u003c\/li\u003e\n\u003cli\u003eDescribe how to integrate BigQuery workloads with other Google Cloud big data products.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 11) Mastering BigQuery ML Applications\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDescribe some of the different applications of BigQuery ML.\u003c\/li\u003e\n\u003cli\u003eBuild and deploy several categories of machine learning models with BigQuery ML.\u003c\/li\u003e\n\u003cli\u003eUse AutoML Tables to solve high-value business problems.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267B94US \/ 2026-07-29T09:00:00 \/ Online","offer_id":47534211956955,"sku":"US-1473-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"26AB92US \/ 2026-10-21T09:00:00 \/ Herndon, VA","offer_id":48216587108571,"sku":"US-1473-IL","price":2228.0,"currency_code":"USD","in_stock":true},{"title":"274B84US \/ 2027-04-21T09:00:00 \/ Herndon, VA","offer_id":48619714609371,"sku":"US-1473-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":"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":"implementing-cisco-collaboration-cloud-and-edge-solutions-clcei-v1-0-training","title":"Implementing Cisco Collaboration Cloud and Edge Solutions (CLCEI v1.0) Training","description":"\u003cdiv\u003e\n\u003cp\u003eThe Implementing Cisco Collaboration Cloud and Edge Solutions (CLCEI) v1.0 course provides you with knowledge about Cisco® Expressway Series solutions enabling business-to-business (B2B) calls, Cisco Mobile, remote access, authentication options, and additional Cisco Expressway Series features. Though a combination of lessons and hands-on labs, you will learn how to leverage collaborative technology to access secure, collaborative work supports including video, voice, content, and remote workloads. This course also prepares you for the 300-820 Implementing Cisco Collaboration Cloud and Edge Solutions (CLCEI) exam.\u003c\/p\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eBefore taking this course, you should have the following knowledge and skills:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstanding of networking technologies\u003c\/li\u003e\n\u003cli\u003eUnderstanding voice and video\u003c\/li\u003e\n\u003cli\u003eKnowledge of Cisco collaboration core technologies\u003c\/li\u003e\n\u003cli\u003eSession Initiation Protocol (SIP) and Extensible Messaging and Presence Protocol (XMPP) signaling protocol fundamentals\u003c\/li\u003e\n\u003cli\u003eCollaboration call control fundamentals of Cisco Unified Communications Manager\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eThe following Cisco courses can help you gain the knowledge you need to prepare for this course:\u003c\/p\u003e\n\u003cul\u003e\u003cli\u003eCisco Collaboration Training (CLFNDU v1.1)\u003c\/li\u003e\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eThis course is designed for professionals in job roles such as:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCollaboration engineers\u003c\/li\u003e\n\u003cli\u003eCollaboration administrators\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eGain hands-on experience in using Cisco Expressway software for secure, remote access for phones, endpoints, smartphones, tablets, video, and other communication devices to support nontraditional workspaces.\u003c\/li\u003e\n\u003cli\u003ePrepare for the 300-820 CLCEI exam.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003c\/p\u003e\n\u003cp\u003eThis course is part of the following Certifications: \u003ca href=\"https:\/\/www.cisco.com\/c\/en\/us\/training-events\/training-certifications\/certifications\/professional\/ccnp-collaboration-v2.html\" target=\"_blank\"\u003eCCNP Collaboration\u003c\/a\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eImplementing Cisco Collaboration Cloud and Edge Solutions (CLCEI v1.0) Training Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eConfigure and troubleshoot Cisco Unified Communications Manager and Cisco Expressway Series integration.\u003c\/li\u003e\n\u003cli\u003eDescribe the Cisco Expressway-C additional features.\u003c\/li\u003e\n\u003cli\u003eConfigure and troubleshoot Cisco Collaboration solutions for B2B calls.\u003c\/li\u003e\n\u003cli\u003eDescribe how to secure B2B communication with Cisco Expressway Series.\u003c\/li\u003e\n\u003cli\u003eDescribe the Mobile and Remote Access (MRA) feature.\u003c\/li\u003e\n\u003cli\u003eDescribe the Cisco Expressway MRA security and integration options, including integration with Cisco Unity® Connection and Cisco Instant Messaging and Presence (IM\u0026amp;P).\u003c\/li\u003e\n\u003cli\u003eConfigure Cisco Webex® Hybrid Services.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eCLCEI Course Outline \u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eOutline\u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eConfiguring and Troubleshooting the Cisco Expressway Series\u003c\/li\u003e\n\u003cli\u003eConfiguring Cisco Expressway Additional Features\u003c\/li\u003e\n\u003cli\u003eConfiguring and Troubleshooting Cisco Unified Communications Manager and Cisco Expressway Series\u003c\/li\u003e\n\u003cli\u003eConfiguring and Troubleshooting Cisco Collaboration Solutions for Business-to-Business\u003c\/li\u003e\n\u003cli\u003eSecuring Business-to-Business Communication\u003c\/li\u003e\n\u003cli\u003eConfiguring and Troubleshooting Mobile and Remote Access\u003c\/li\u003e\n\u003cli\u003eIntegrating and Securing Mobile and Remote Access\u003c\/li\u003e\n\u003cli\u003eConfiguring Cisco Webex Hybrid Services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"Implementing Cisco Collaboration Cloud and Edge Solutions (CLCEI v1.0) Training","offer_id":48783580659931,"sku":"TT-2819","price":0.0,"currency_code":"USD","in_stock":true}]}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0691\/4143\/0491\/collections\/Lt4rhTeQTO0u5sK8NJsD_ab96618d-b637-455d-84b1-854fded733bf.webp?v=1780655640","url":"https:\/\/learningtreeinternational-dirinfosec-hhs.myshopify.com\/collections\/cloud.oembed","provider":"Learning Tree International","version":"1.0","type":"link"}