{"product_id":"developing-applications-with-google-cloud","title":"Developing Applications with Google Cloud","description":"\u003cdiv\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eDeveloping Applications with Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eThis course will empower you to:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse best practices for application development.\u003c\/li\u003e\n\u003cli\u003eChoose the appropriate data storage option for application data.\u003c\/li\u003e\n\u003cli\u003eImplement federated identity management.\u003c\/li\u003e\n\u003cli\u003eDevelop loosely coupled application components or microservices.\u003c\/li\u003e\n\u003cli\u003eIntegrate application components and data sources.\u003c\/li\u003e\n\u003cli\u003eDebug, trace, and monitor applications.\u003c\/li\u003e\n\u003cli\u003ePerform repeatable deployments with containers and deployment services.\u003c\/li\u003e\n\u003cli\u003eChoose the appropriate application runtime environment.\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\u003eCompleted Google Cloud Fundamentals: Core Infrastructure or have equivalent experience\u003c\/li\u003e\n\u003cli\u003eWorking knowledge of Node.js, Python, or Java\u003c\/li\u003e\n\u003cli\u003eBasic proficiency with command-line tools and Linux operating system environments\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eDeveloping Applications with Google Cloud Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eBest Practices for Application Development \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDesign and develop secure, scalable, reliable, loosely coupled application components and microservices.\u003c\/li\u003e\n\u003cli\u003eUnderstand how to rearchitect applications for the cloud.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eGetting Started with Google Cloud Development\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eIdentify different Google Cloud services for hosting applications and scripts\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eOverview of Data Storage Options\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eChoose the appropriate data storage option for application data\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eBest Practices for Using Datastore\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBulk-load data into Firestore by using Dataflow.\u003c\/li\u003e\n\u003cli\u003eUnderstand best practices related to queries, built in and composite indexes, inserting and deleting data (batch operations), and transactions error handling.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003ePerforming Operations on Buckets and Objects\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand Cloud Storage concepts.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between strongly consistent and eventually consistent operations.\u003c\/li\u003e\n\u003cli\u003eAccess Cloud Storage through request endpoints.\u003c\/li\u003e\n\u003cli\u003eUse object composition to upload an object in parallel.\u003c\/li\u003e\n\u003cli\u003eUse truncated exponential backoff to deal with network failures\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eBest Practices for Using Cloud Storage\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand how to name buckets for static websites and other uses, how to name objects (from an access distribution perspective, and performance considerations\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eHandling Authentication and Authorization\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eImplement federated identity management\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eUsing Pub\/Sub to Integrate Components of Your Application\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand Pub\/Sub topics, publishers, and subscribers.\u003c\/li\u003e\n\u003cli\u003eUnderstand pull and push subscriptions.\u003c\/li\u003e\n\u003cli\u003eExplore use cases for Pub\/Sub\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAdding Intelligence to Your Application\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExplore pre-trained machine learning APIs such as Cloud Vision API and Cloud Natural Language API\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eUsing Cloud Functions for Event-Driven Processing\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUse Cloud Functions for event-driven processing\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eDeploying Applications\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand how to create and store container images. • Create repeatable deployments with deployment configuration and templates\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eCompute Options for Your 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