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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.

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 of out of this course, participants should have:

  • 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 Container Engine as a runtime environment and later switch to a no-ops solution with Google App Engine Flex

Course Content

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 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 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: Securing ​Your Application
  • 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 ​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: ​Using ​Cloud ​Endpoints to ​Deploy ​APIs
  • Open ​API ​deployment ​configuration
  • Lab: ​Deploy ​an ​API ​for ​your ​application
Module 12: Debugging ​Your Application ​by ​Using ​Google Stackdriver
  • Stackdriver ​Debugger
  • Stackdriver ​Error ​Reporting
  • Lab: ​Debugging ​an ​application ​error ​by ​using ​Stackdriver ​Debugger and ​Error ​Reporting
Module 13: Deploying ​an Application ​by ​Using ​Google ​Cloud Container ​Builder, ​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 ​Flex ​test ​and ​production ​environments
Module 14: Execution Environments ​for ​Your ​Application
  • Considerations ​for ​choosing ​an ​execution ​environment ​for ​your application ​or ​service:
    • Google ​Compute ​Engine
    • Container ​Engine
    • App ​Engine ​Flex
    • Cloud ​Functions
    • Cloud ​Dataflow
  • Lab: ​Deploying ​your ​application ​on ​App ​Engine ​Flex
Module 15: ​Monitoring ​and ​Tuning Performance
  • Best ​practices ​and ​watchpoints ​for ​performance
  • Key ​concepts ​related ​to ​Stackdriver ​Trace ​and ​Stackdriver ​Monitoring
  • Detecting ​and ​resolving ​performance ​issues
  • Lab: ​Use ​Stackdriver ​Monitoring ​and ​Stackdriver ​Trace ​to ​trace ​a request ​across ​services, ​observe, ​and ​optimize ​performance
Classroom Training
Modality: C

Duration 3 days

Price (excl. tax)
  • Eastern Europe: 1,460.-
Dates and Booking
 
Click on town name to book Schedule
Slovenia
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 Ljubljana This is a FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll:
for online training
for classroom training
Poland
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Turkey
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Czech Republic
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Hungary
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Romania
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
Slovakia
 09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Enroll
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana 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
Germany
16/10/2019 - 18/10/2019 Berlin Enroll
13/11/2019 - 15/11/2019 Hamburg Enroll
11/12/2019 - 13/12/2019 Münster Enroll
15/01/2020 - 17/01/2020 Munich Enroll
29/01/2020 - 31/01/2020 Berlin Enroll
12/02/2020 - 14/02/2020 Frankfurt Enroll
26/02/2020 - 28/02/2020 Hamburg Enroll
11/03/2020 - 13/03/2020 Düsseldorf Enroll
Belgium
16/10/2019 - 18/10/2019 Brussels Course language: English Enroll
19/02/2020 - 21/02/2020 Brussels Course language: English Enroll
France
02/12/2019 - 04/12/2019 Paris Enroll
Italy
13/11/2019 - 15/11/2019 Milan Course language: English Enroll
11/12/2019 - 13/12/2019 Rome Course language: English Enroll
Netherlands
27/11/2019 - 29/11/2019 Eindhoven Course language: English Enroll
27/11/2019 - 29/11/2019 Utrecht Course language: English Enroll
18/12/2019 - 20/12/2019 Eindhoven Course language: English Enroll
18/12/2019 - 20/12/2019 Utrecht Course language: English Enroll
Portugal
26/11/2019 - 28/11/2019 Lisbon Enroll
Spain
19/11/2019 - 21/11/2019 Madrid Enroll
Switzerland
12/02/2020 - 14/02/2020 Zurich Enroll
United Kingdom
 27/11/2019 - 01/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
19/02/2020 - 21/02/2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
North America
United States
 09/10/2019 - 11/10/2019 Online Training Time zone: US/Eastern Course language: English Enroll
13/11/2019 - 15/11/2019 Online Training Time zone: US/Central Course language: English Enroll
11/12/2019 - 13/12/2019 Online Training Time zone: US/Pacific Course language: English Enroll
Canada
 13/11/2019 - 15/11/2019 Online Training Time zone: Canada/Central Course language: English Enroll
Latin America
Brazil
 04/11/2019 - 06/11/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
Chile
 09/12/2019 - 11/12/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
Colombia
 12/11/2019 - 14/11/2019 Online Training Time zone: America/Bogota Course language: Spanish Enroll
Mexico
 14/10/2019 - 16/10/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
Asia Pacific
Singapore
09/12/2019 - 11/12/2019 Singapore Enroll
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This is a FLEX course, which is delivered both virtually and in the classroom.
 

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