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Developing Applications with Google Cloud Platform (DAGCP)

Course Description Schedule Developing Applications with Google Cloud Platform - Download PDF Download PDF
 

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

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Slovenia
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Course language: English Enroll
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:
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Poland
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Course language: English Enroll
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
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Course language: English Enroll
09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
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Bulgaria
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Course language: English Enroll
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
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
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09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Bucharest Course language: English Enroll
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Hungary
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
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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
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Course language: English Enroll
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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
 15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Budapest Enroll
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Enroll
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
Europe
Germany
06/03/2019 - 08/03/2019 Düsseldorf Enroll
20/03/2019 - 22/03/2019 Stuttgart Enroll
16/04/2019 - 18/04/2019 Berlin Enroll
15/05/2019 - 17/05/2019 Hamburg Enroll
12/06/2019 - 14/06/2019 Münster Enroll
03/07/2019 - 05/07/2019 Munich Enroll
31/07/2019 - 02/08/2019 Frankfurt Enroll
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Austria
03/07/2019 - 05/07/2019 Vienna (iTLS) Enroll
Italy
20/02/2019 - 22/02/2019 Rome Enroll
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22/05/2019 - 24/05/2019 Rome Enroll
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11/12/2019 - 13/12/2019 Rome Enroll
Netherlands
 27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Amsterdam Course language: English Enroll
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Amsterdam Course language: English Enroll
Portugal
05/03/2019 - 07/03/2019 Lisbon Enroll
04/06/2019 - 06/06/2019 Lisbon Enroll
27/08/2019 - 29/08/2019 Lisbon Enroll
26/11/2019 - 28/11/2019 Lisbon Enroll
Spain
26/02/2019 - 28/02/2019 Madrid Enroll
28/05/2019 - 30/05/2019 Madrid Enroll
20/08/2019 - 22/08/2019 Madrid Enroll
19/11/2019 - 21/11/2019 Madrid Enroll
Switzerland
31/07/2019 - 02/08/2019 Zurich Enroll
United Kingdom
 27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
16/09/2019 - 18/09/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
27/11/2019 - 01/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
Latin America
Argentina
 25/03/2019 - 27/03/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish Enroll
09/09/2019 - 11/09/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish Enroll
Brazil
 18/02/2019 - 20/02/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
03/06/2019 - 05/06/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
12/08/2019 - 14/08/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
04/11/2019 - 06/11/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese Enroll
Chile
 11/03/2019 - 13/03/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
10/06/2019 - 12/06/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
09/12/2019 - 11/12/2019 Online Training Time zone: America/Santiago Course language: Spanish Enroll
Colombia
 11/02/2019 - 13/02/2019 Online Training Time zone: America/Bogota Course language: Spanish Enroll
13/05/2019 - 15/05/2019 Online Training Time zone: America/Bogota Course language: Spanish Enroll
12/11/2019 - 14/11/2019 Online Training Time zone: America/Bogota Course language: Spanish Enroll
Costa Rica
 28/01/2019 - 30/01/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish Enroll
08/07/2019 - 10/07/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish Enroll
Mexico
 08/04/2019 - 10/04/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
14/10/2019 - 16/10/2019 Online Training Time zone: America/Mexico_City Course language: Spanish Enroll
Peru
 25/02/2019 - 27/02/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
24/06/2019 - 26/06/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
12/08/2019 - 14/08/2019 Online Training Time zone: America/Lima Course language: Spanish Enroll
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This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.
 

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