Formation Google Cloud Application Development

Module 1: Best Practices for Application Development

Code and environment management

Designing secure, scalable, and reliable microservices and application components

Continuous integration and delivery

Modifying application architecture for the Cloud

Module 2: Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK

Configuring and using Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK

Workshop: Configuring libraries on a Linux instance and setting up application credentials

Module 3: Introduction to Data Storage Options

Overview of application data storage options

Use cases for Google Cloud Storage, Cloud Datastore, Cloud Bigtable, Google Cloud SQL, and Cloud Spanner

Module 4: Best Practices for Cloud Firestore Usage

Best practices for Cloud Firestore usage in Datastore mode

Workshop: Storing application data in Cloud Datastore

Module 5: Performing Operations on Cloud Storage

Operations on buckets and objects

Consistency model

Error handling

Module 6: Best Practices for Cloud Storage Usage

Bucket naming for static websites and other purposes

Object naming considerations for access distribution

Performance considerations

Setting up and debugging CORS configuration on a bucket

Workshop: Storing files in Cloud Storage

Module 7: Managing Authentication and Authorizations

Roles and Cloud Identity and Access Management (IAM) service accounts

User authentication with Firebase Authentication

User authentication and authorization with Cloud Identity-Aware Proxy

Workshop: Authenticating users with Firebase Authentication

Module 8: Using Pub/Sub to Integrate Application Components

Topics, publishers, and subscribers

Pull and push subscriptions

Use cases for Cloud Pub/Sub

Workshop: Developing a backend service to process queued messages

Module 9: Adding Intelligence to Your Application

Introduction to pre-trained Machine Learning APIs like Cloud Vision API and Cloud Natural Language Processing API

Module 10: Using Google Cloud Functions for Event-driven Processes

Key concepts such as triggers, background functions, and HTTP functions

Use cases

Developing and deploying functions

Logging, error reporting, and monitoring

Module 11: Managing APIs with Cloud Endpoints

Configuration of open APIs deployment

Workshop: Deploying an API for your application

Module 12: Deploying Applications

Creating and storing container images

Reproducible deployments using deployment configuration and templates

Workshop: Using Deployment Manager to deploy a Web application in Google App Engine flexible environments for testing and production

Module 13: Runtime Environments for Your Application

Choosing a runtime environment for your application or service: Google Compute Engine, Kubernetes Engine, App Engine flexible environment, Cloud Functions, Cloud Dataflow, Cloud Run

Workshop: Deploying your application in the App Engine flexible environment

Module 14: Debugging, Monitoring, and Optimizing Your Application's Performance

Application performance management tools

Stackdriver Debugger

Stackdriver Error Reporting

Workshop: Debugging an application error using Stackdriver Debugger and Error Reporting

Stackdriver Logging

Key concepts related to Stackdriver Trace and Stackdriver Monitoring

Workshop: Using Stackdriver Monitoring and Stackdriver Trace to track a request across different services, review its performance, and optimize it.