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Developing Applications with Google Cloud Platform (DAGCP)

 

Course Overview

In this course, application developers learn how to design, develop, and deploy applications that seamlessly integrate components from the Google Cloud ecosystem. Through a combination of presentations, demos, and hands-on labs, participants learn how to use GCP services and pre-trained machine learning APIs to build secure, scalable, and intelligent cloud-native applications.

Course Content

  • Module 1: Best Practices for Application Development
  • Module 2: Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK
  • Module 3: Overview of Data Storage Options
  • Module 4: Best Practices for Using Google Cloud Datastore
  • Module 5: Performing Operations on Buckets and Objects
  • Module 6: Best Practices for Using Google Cloud Storage
  • Module 7: Handling Authentication and Authorization
  • Module 8: Using Google Cloud Pub/Sub to Integrate Components of Your Application
  • Module 9: Adding Intelligence to Your Application
  • Module 10: Using Google Cloud Functions for Event-Driven Processing
  • Module 11: Managing APIs with Google Cloud Endpoints
  • Module 12: Deploying an Application by Using Google Cloud Cloud Build, Google Cloud Container Registry, and Google Cloud Deployment Manager
  • Module 13: Execution Environments for Your Application
  • Module 14: Debugging, Monitoring, and Tuning Performance by Using Google Stackdriver

Who should attend

Application developers who want to build cloud-native applications or redesign existing applications that will run on Google Cloud Platform

Prerequisites

To get the most benefit from this course, participants should have the following prerequisites:

  • Completed Google Cloud Platform Fundamentals or have equivalent experience
  • Working knowledge of Node.js
  • Basic proficiency with command-line tools and Linux operating system environments

Course Objectives

This course teaches participants the following skills:

  • 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; use Google Kubernetes Engine as a runtime environment and later switch to a no-ops solution with Google App Engine Flex.

Outline: Developing Applications with Google Cloud Platform (DAGCP)

Module 1: Best Practices for Application Development
  • Code and environment management
  • Design and development of secure, scalable, reliable, loosely coupled application components and microservices
  • Continuous integration and delivery
  • Re-architecting applications for the cloud
Module 2: Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK
  • How to set up and use Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK
  • Lab: Set up Google Client Libraries, Google Cloud SDK, and Firebase SDK on a Linux instance and set up application credentials
Module 3: Overview of Data Storage Options
  • Overview of options to store application data
  • Use cases for Google Cloud Storage, Google Cloud Datastore, Cloud Bigtable, Google Cloud SQL, and Cloud Spanner
Module 4: Best Practices for Using Google Cloud Datastore
  • Best practices related to the following:
    • Queries
    • Built-in and composite indexes
    • Inserting and deleting data (batch operations)
    • Transactions
    • Error handling
  • Bulk-loading data into Cloud Datastore by using Google Cloud Dataflow
  • Lab: Store application data in Cloud Datastore
Module 5: Performing Operations on Buckets and Objects
  • Operations that can be performed on buckets and objects
  • Consistency model
  • Error handling
Module 6: Best Practices for Using Google Cloud Storage
  • Naming buckets for static websites and other uses
  • Naming objects (from an access distribution perspective)
  • Performance considerations
  • Setting up and debugging a CORS configuration on a bucket
  • Lab: Store files in Cloud Storage
Module 7: Handling Authentication and Authorization
  • Cloud Identity and Access Management (IAM) roles and service accounts
  • User authentication by using Firebase Authentication
  • User authentication and authorization by using Cloud Identity-Aware Proxy
  • Lab: Authenticate users by using Firebase Authentication
Module 8: Using Google Cloud Pub/Sub to Integrate Components of Your Application
  • Topics, publishers, and subscribers
  • Pull and push subscriptions
  • Use cases for Cloud Pub/Sub
  • Lab: Develop a backend service to process messages in a message queue
Module 9: Adding Intelligence to Your Application
  • Overview of pre-trained machine learning APIs such as Cloud Vision API and Cloud Natural Language Processing API
Module 10: Using Google Cloud Functions for Event-Driven Processing
  • Key concepts such as triggers, background functions, HTTP functions
  • Use cases
  • Developing and deploying functions
  • Logging, error reporting, and monitoring
Module 11: Managing APIs with Google Cloud Endpoints
  • Open API deployment configuration
  • Lab: Deploy an API for your application
Module 12: Deploying an Application by Using Google Cloud Cloud Build, Google Cloud Container Registry, and Google Cloud Deployment Manager
  • Creating and storing container images
  • Repeatable deployments with deployment configuration and templates
  • Lab: Use Deployment Manager to deploy a web application into Google App Engine flexible environment test and production environments
Module 13: Execution Environments for Your Application
  • Considerations for choosing an execution environment for your application or service:
    • Google Compute Engine
    • Kubernetes Engine
    • App Engine flexible environment
    • Cloud Functions
    • Cloud Dataflow
  • Lab: Deploying your application on App Engine flexible environment
Module 14: Debugging, Monitoring, and Tuning Performance by Using Google Stackdriver
  • Stackdriver Debugger
  • Stackdriver Error Reporting
  • Lab: Debugging an application error by using Stackdriver Debugger and Error Reporting
  • Stackdriver Logging
  • Key concepts related to Stackdriver Trace and Stackdriver Monitoring. Lab: Use Stackdriver Monitoring and Stackdriver Trace to trace a request across services, observe, and optimize performance
Classroom Training

Duration 3 days

Price
  • United States: US$ 1,995
Online Training

Duration 3 days

Price
  • United States: US$ 1,995
 
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This is an Instructor-Led Classroom course
This is an Instructor-Led Online (ILO) course. These sessions are conducted via WebEx in a VoIP environment and require an Internet Connection and headset with microphone connected to your computer or laptop.
This is a FLEX course, which is delivered simultaneously in two modalities. Choose to attend the Instructor-Led Online (ILO) virtual session or Instructor-Led Classroom (ILT) session.
United States
Dec 11-13, 2019 Online Training 09:30 US/Pacific Enroll
Feb 11-13, 2020 Online Training 09:30 US/Central Enroll
Apr 21-23, 2020 Online Training 09:30 US/Central Enroll
Jun 29-Jul 1, 2020 Online Training 09:30 US/Central Enroll
Sep 8-10, 2020 Online Training 09:30 US/Central Enroll
Nov 17-19, 2020 Online Training 09:30 US/Central Enroll
Canada
Nov 13-15, 2019 Online Training 09:30 Canada/Central Enroll

Fast Lane Flex™ Classroom If you can't find a suitable date, don't forget to check our world-wide FLEX™ training schedule.

Europe
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Nov 13-15, 2019 Hamburg Enroll
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Apr 22-24, 2020 Vienna (iTLS) Enroll
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Feb 19-21, 2020 Brussels Course language: English Enroll
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Nov 19-21, 2019 Madrid Enroll
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