PAC | Learning Google Cloud Platform (2019 EN)

Company: Packt Publishing
Author: Zandre Schalkwyk
Full Title: Learning Google Cloud Platform
Year: 2019
Language: English
Genre: Educational: Cloud computing
Skill Level: -
Price: €124.99
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Files: MP4 (+ Code Files)
Time: 03:09:59
Video: AVC, 1920 x 1080 (1.778) at 30.000 fps, 1500 kbps
Audio: AAC at 317 Kbps, 2 channels, 48.0 KHz



Learn to migrate and build highly scalable, reliable applications that leverage Google’s planet-scale infrastructure.

Want to learn how to architect and deploy applications on Google Cloud Platform (GCP)? This course will show you how to deploy your application to GCP.

First, you will run the same application in different ways on GCP. Then you’ll learn how to choose the right package and take advantage of the scale and reliability of GCP. Moving on, you’ll work with App Engine and Containers with a dash of Cloud Functions to discover the future of cloud computing.

By the end of this course, you’ll know how to architect and deploy applications on GCP.

Style and Approach:
This course will give you the essential knowledge to choose the right GCP solution for your application and show you how to move from a traditional, on-premises application to be cloud-ready, scalable and resilient. You will understand the essential GCP concepts and be ready to learn more advanced techniques.


Learn:
✓ Explore the various options of interacting with GCP services
✓ Deploy an application with multiple components to GCP using GCE, GAE, and GKE
✓ Choose the right storage and database technology for your application
✓ Focus on the actions you need to know to build scalable, reliable applications using GCP
✓ Transform the application to AI-driven application by leveraging Google’s fast, large-scale, and easy-to-use AI products and services

Features:
✓ Migrate your application to the Google Cloud Platform (GCP) and choose between different features when designing an application
✓ Explore the intricacies of GCP by mastering the tricks and best practices to accelerate your adoption of GCP
✓ Use the browser-based tools and perform administrative and development tasks without installing any software


Lessons:
1. Getting Started with Google Cloud Platform
01. Course Overview
02. Google Cloud Platform Overview
03. GCP Free Tier
04. Access GCP Using GCP Web Console, CLI, and REST
2. Introduction to the World’s Largest and Fastest Private Networks
05. Importance of Networking in Cloud and GCP Uniqueness in Networking
06. Networking Concepts 101 – Virtual Private Cloud, Firewall, and Routes
07. Networking Concepts 102 – Shared VPC and VPC Peering
08. Connect to GCP From An External Network
3. Identity and Security
09. Identity and Access Management (IAM) Overview
10. IAM Roles, Policy
11. Service Accounts
12. Best Practice of IAM
13. Demo
4. Introduction to Planet Scale Computing
14. Infrastructure as a Service – Google Compute Engine
15. Container as a Service – Google Kubernetes Engine
16. Platform as a Service – Google App Service
17. Function as a Service – Google Cloud Function
18. When to Use Which Compute Type?
19. Demo
5. Storage and Database
20. File Storage – Google Cloud Storage, FileStore, and Persistent Disk
21. Relational Database – Cloud SQL and Cloud Spanner
22. NoSQL Database – DataStore and Bigtable Part One
23. NoSQL Database – DataStore and Bigtable Part Two
24. Demo
6. Working with Big Data
25. Enterprise Data Warehouse – BigQuery
26. Real-time Messaging Service – Cloud Pub/Sub
27. Managed Apache Hadoop and Spark Cluster – Cloud DataProc
28. Batch and Stream Data Processing – Cloud Dataflow
29. Cloud IoT Core
30. Demo
7. Artificial Intelligence and Developer Tools
31. Overview of Developer Focused AI and ML APIs
32. Overview of AutoML
33. Overview of Data Scientist Focused AI and ML Concepts
34. Developer Tools
35. Stackdriver
36. Demo
8. Connecting the Dots
37. Cloud Migration
38. Born in the Cloud Application
39. Demo

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