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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

Price (excl. tax)
  • Germany: 1,950.- €
incl. catering
Catering includes:

  • Coffee, Tea, Juice, Water, Soft drinks
  • Pastry and Sweets
  • Fresh fruits
  • Lunch in a nearby restaurant

* Catering information only valid for courses delivered by Fast Lane.


Dates and Booking
 
Click on town name to book 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.
Germany
09/01/2019 - 11/01/2019 Munich
06/02/2019 - 08/02/2019 Frankfurt
06/03/2019 - 08/03/2019 Düsseldorf
20/03/2019 - 22/03/2019 Stuttgart
16/04/2019 - 18/04/2019 Berlin
15/05/2019 - 17/05/2019 Hamburg
12/06/2019 - 14/06/2019 Münster
03/07/2019 - 05/07/2019 Munich
FLEX Training

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

06/02/2019 - 08/02/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Amsterdam
15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Amsterdam
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Switzerland
06/02/2019 - 08/02/2019 Zurich
31/07/2019 - 02/08/2019 Zurich
Austria
09/01/2019 - 11/01/2019 Vienna (iTLS)
03/07/2019 - 05/07/2019 Vienna (iTLS)

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

Europe
Bulgaria
28/08/2019 - 30/08/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
Hungary
06/02/2019 - 08/02/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
15/05/2019 - 17/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
Italy
23/01/2019 - 25/01/2019 Milan
20/02/2019 - 22/02/2019 Rome
10/04/2019 - 12/04/2019 Milan
22/05/2019 - 24/05/2019 Rome
24/07/2019 - 26/07/2019 Milan
04/09/2019 - 06/09/2019 Rome
13/11/2019 - 15/11/2019 Milan
11/12/2019 - 13/12/2019 Rome
Netherlands
27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Amsterdam
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Amsterdam
Portugal
05/03/2019 - 07/03/2019 Lisbon
04/06/2019 - 06/06/2019 Lisbon
27/08/2019 - 29/08/2019 Lisbon
26/11/2019 - 28/11/2019 Lisbon
Romania
09/10/2019 - 11/10/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
Slovenia
11/12/2019 - 13/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Spain
26/02/2019 - 28/02/2019 Madrid
28/05/2019 - 30/05/2019 Madrid
20/08/2019 - 22/08/2019 Madrid
19/11/2019 - 21/11/2019 Madrid
United Kingdom
27/02/2019 - 01/03/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
22/05/2019 - 24/05/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
Latin America
Argentina
25/03/2019 - 27/03/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
09/09/2019 - 11/09/2019 Online Training Time zone: America/Buenos_Aires Course language: Spanish
Brazil
18/02/2019 - 20/02/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
03/06/2019 - 05/06/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
12/08/2019 - 14/08/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
04/11/2019 - 06/11/2019 Online Training Time zone: America/Sao_Paulo Course language: Portuguese
Chile
11/03/2019 - 13/03/2019 Online Training Time zone: America/Santiago Course language: Spanish
10/06/2019 - 12/06/2019 Online Training Time zone: America/Santiago Course language: Spanish
09/12/2019 - 11/12/2019 Online Training Time zone: America/Santiago Course language: Spanish
Colombia
11/02/2019 - 13/02/2019 Online Training Time zone: America/Bogota Course language: Spanish
13/05/2019 - 15/05/2019 Online Training Time zone: America/Bogota Course language: Spanish
12/11/2019 - 14/11/2019 Online Training Time zone: America/Bogota Course language: Spanish
Costa Rica
28/01/2019 - 30/01/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish
08/07/2019 - 10/07/2019 Online Training Time zone: America/Costa_Rica Course language: Spanish
Mexico
03/12/2018 - 05/12/2018 Online Training Time zone: America/Mexico_City Course language: Spanish
21/01/2019 - 23/01/2019 Online Training Time zone: America/Mexico_City Course language: Spanish
08/04/2019 - 10/04/2019 Online Training Time zone: America/Mexico_City Course language: Spanish
14/10/2019 - 16/10/2019 Online Training Time zone: America/Mexico_City Course language: Spanish
Peru
25/02/2019 - 27/02/2019 Online Training Time zone: America/Lima Course language: Spanish
24/06/2019 - 26/06/2019 Online Training Time zone: America/Lima Course language: Spanish
12/08/2019 - 14/08/2019 Online Training Time zone: America/Lima Course language: Spanish
 

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