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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

Duration 3 days

Price (VAT excl.)
  • Belgium: 1,995.- €
  • The Netherlands: 1,995.- €
 
Click on the location to go directly to the booking page Schedule
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Belgium
19-02-2020 - 21-02-2020 Brussels Enroll
FLEX Training

Please see below our alternative, English language, FLEX course options.

11-12-2019 - 13-12-2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll
19-02-2020 - 21-02-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
24-02-2020 - 26-02-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Prague Enroll
04-05-2020 - 06-05-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll
06-05-2020 - 08-05-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
18-08-2020 - 20-08-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
12-10-2020 - 14-10-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Enroll
The Netherlands
27-11-2019 - 29-11-2019 Eindhoven Enroll
27-11-2019 - 29-11-2019 Utrecht Enroll
18-12-2019 - 20-12-2019 Eindhoven Enroll
18-12-2019 - 20-12-2019 Utrecht Enroll

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Europe
Germany
11-12-2019 - 13-12-2019 Münster Enroll
15-01-2020 - 17-01-2020 Munich Enroll
29-01-2020 - 31-01-2020 Berlin Enroll
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22-04-2020 - 24-04-2020 Vienna (iTLS) Enroll
14-10-2020 - 16-10-2020 Vienna (iTLS) Enroll
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12-10-2020 - 14-10-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Sofia Enroll
Czech Republic
24-02-2020 - 26-02-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Prague Enroll
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13-11-2019 - 15-11-2019 Milan Course Language: English Enroll
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Portugal
26-11-2019 - 28-11-2019 Lisbon Enroll
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11-12-2019 - 13-12-2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll
04-05-2020 - 06-05-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Enroll
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19-11-2019 - 21-11-2019 Madrid Enroll
Switzerland
12-02-2020 - 14-02-2020 Zurich Enroll
19-08-2020 - 21-08-2020 Zurich Enroll
United Kingdom
19-02-2020 - 21-02-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
06-05-2020 - 08-05-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
18-08-2020 - 20-08-2020 FLEX training This is an English language FLEX course.   Time zone: Europe/London Enroll
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United States
11-12-2019 - 13-12-2019 Online Training Time zone: US/Pacific Course Language: English Enroll
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21-04-2020 - 23-04-2020 Online Training Time zone: US/Central Course Language: English Enroll
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Singapore
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