Developing Applications with Google Cloud Benefits This course will empower you to: Use best practices for application development. Choose the appropriate data storage option for application data. Implement federated identity management. Develop loosely coupled application components or microservices. Integrate application components and data sources. Debug, trace, and monitor applications. Perform repeatable deployments with containers and deployment services. Choose the appropriate application runtime environment. Prerequisites Completed Google Cloud Fundamentals: Core Infrastructure or have equivalent experience Working knowledge of Node.js, Python, or Java Basic proficiency with command-line tools and Linux operating system environments Developing Applications with Google Cloud Training Outline Learning Objectives Best Practices for Application Development Design and develop secure, scalable, reliable, loosely coupled application components and microservices. Understand how to rearchitect applications for the cloud. Getting Started with Google Cloud Development Identify different Google Cloud services for hosting applications and scripts Overview of Data Storage Options Choose the appropriate data storage option for application data Best Practices for Using Datastore Bulk-load data into Firestore by using Dataflow. Understand best practices related to queries, built in and composite indexes, inserting and deleting data (batch operations), and transactions error handling. Performing Operations on Buckets and Objects Understand Cloud Storage concepts. Differentiate between strongly consistent and eventually consistent operations. Access Cloud Storage through request endpoints. Use object composition to upload an object in parallel. Use truncated exponential backoff to deal with network failures Best Practices for Using Cloud Storage Understand how to name buckets for static websites and other uses, how to name objects (from an access distribution perspective, and performance considerations Handling Authentication and Authorization Implement federated identity management Using Pub/Sub to Integrate Components of Your Application Understand Pub/Sub topics, publishers, and subscribers. Understand pull and push subscriptions. Explore use cases for Pub/Sub Adding Intelligence to Your Application Explore pre-trained machine learning APIs such as Cloud Vision API and Cloud Natural Language API Using Cloud Functions for Event-Driven Processing Use Cloud Functions for event-driven processing Deploying Applications Understand how to create and store container images. • Create repeatable deployments with deployment configuration and templates Compute Options for Your Application Explore considerations for choosing a compute option for your application or service Debugging, Monitoring, and Tuning Performance Debug an application error by using Cloud Debugger and Error Reporting. Use Cloud Monitoring and Cloud Trace to trace a request across services, observe, and optimize performance
Related
Related
Related