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Developing Applications with Google Cloud Platform (DAGCP)

Course Description Schedule
 

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

Enroll now
 
Click on the location to go directly to the booking page Schedule
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
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.   Time zone: Europe/Ljubljana Course language: English Enroll
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
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
Hungary
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
Romania
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
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
28/08/2019 - 30/08/2019 Düsseldorf Enroll
Austria
03/07/2019 - 05/07/2019 Vienna (iTLS) Enroll
Italy
20/02/2019 - 22/02/2019 Rome Enroll
10/04/2019 - 12/04/2019 Milan Enroll
22/05/2019 - 24/05/2019 Rome Enroll
24/07/2019 - 26/07/2019 Milan Enroll
04/09/2019 - 06/09/2019 Rome Enroll
13/11/2019 - 15/11/2019 Milan Enroll
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
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. Please note, local pricing is applicable.
 

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