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https://github.com/yogeshnile/gcp-course

Free Google Cloud Platform Course
https://github.com/yogeshnile/gcp-course

course gcp gcp-cloud-functions google-cloud google-cloud-platform

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Free Google Cloud Platform Course

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# GCP Course :notebook:

## Table of Contents :boom:

 - [Week 0](#week-0-welcome-to-the-course)

 - [Week 1](#week-1-whats-the-cloud-anyway-start-with-a-solid-platform)

 - [Week 2](#week-2-use-gcp-to-build-your-apps)

 - [Week 3](#week-3-where-do-i-store-this-stuff)

 - [Week 4](#week-4-theres-an-api-for-that-you-cant-secure-the-cloud-right)

 - [Week 5](#week-5-it-helps-to-network)

 - [Week 6](#week-6-it-helps-to-network-continued)

 - [Week 7](#week-7-let-google-keep-an-eye-on-things-you-have-the-data-but-what-are-you-doing-with-it)

 - [Let machines do the work](#let-machines-do-the-work)

 - [Contribution](#bug--feature-request-man_technologist)

 - [Connect with Me!](#connect-with-me-)



# Week 0: Welcome to the Course

 - Course Introduction [link](https://youtu.be/5PM9YVomp_U)

 - Course Objectives [link](https://youtu.be/1urMSdWwB6A)

 - Qwiklabs [link](https://youtu.be/WzjDPEi4ltU)



# Week 1: What's the cloud anyway? Start with a solid platform

 - Introduction to Cloud [link](https://youtu.be/UBn_xsmcRmo)

   - Cloud computing.

   - Cloud versus traditional architecture.

   - IaaS, PaaS, and SaaS.

   - Google Cloud architecture.



 - Cloud Computing [link](https://youtu.be/__7QIjF_CqI)

   - Cloud computing characteristics

   - IT infrastructure



 - Cloud vs Traditional Architecture [link](https://youtu.be/PFvq1dx37Xs)

   - Cloud computing timeline

   - Google’s commitment to environmental responsibility



 - Iaas, PaaS and SaaS [link](https://youtu.be/cIyYqVf3gXM)

   - IaaS versus PaaS versus SaaS

   - GCP choices



 - Google Cloud Architecture [link](https://youtu.be/rVjCd6ASmI8)

   - GCP compute services

   - GCP storage services

   - GCP big data services

   - Google’s network

   - Multi-regions, regions, and zones

   - Resources



 - Cloud Computing Recap Quiz [link](https://youtu.be/jqnh2gr5DV4)



 - Summary - Cloud Computing [link](https://youtu.be/gff152KAcAo)



 - Introduction - Start with a Solid Platform [link](https://youtu.be/7UhUlYR80Yw)

   - The GCP Console.

   - Understanding projects. 

   - Billing in GCP.

   - Install and configure Cloud SDK.

   - Use Cloud Shell.

   - GCP APIs.

   - Cloud Console Mobile App



 - The GCP Console [link](https://youtu.be/jQ6aQY8OVxo)

   - Ways to interact with GCP



 - Understanding Projects [link](https://youtu.be/JNV7-6K_-Uk)

   - Every GCP service is associated with a project

   - Identifying attributes

   - Creating a project



 - Billing in GCP [link](https://youtu.be/dOPC9x21U38)

   - How billing works

   - Controlling billing

   - Quotas



 - Install and Configure Cloud SDK [link](https://youtu.be/8w8866qiyHI)

   - Overview of Cloud SDK

   - Installing Cloud SDK

   - Configuring Cloud SDK



 - Use Cloud Shell [link](https://youtu.be/GsXd8xSZHqA)

   -  Cloud Shell as an alternative to Cloud SDK

   - Starting Cloud Shell

   - The GCP Console and Cloud Shell

   - Cloud Shell code editor



 - GCP APIs [link](https://youtu.be/i2g4WnxpP7s)

   - Introduction to APIs

   - GCP and APIs

   - Client libraries

   - Google APIs Explorer



 - Cloud Console Mobile App [link](https://youtu.be/jotFqnKl18I)

   - Manage GCP services from a mobile device



 - Recap Quiz - Start with a Solid Foundation [link](https://youtu.be/vY6WpuLs1Go)



 - Summary [link](https://youtu.be/URnO9qIIHiw)



# Week 2: Use GCP to build your apps

 - Introduction [link](https://youtu.be/oo5JAz8UPEk)



 - Compute Options in the Cloud [link](https://youtu.be/MDay6W_VsB8)

   - GCP compute services for different usage options



 - Exploring IaaS with Compute Engine [link](https://youtu.be/pGrxvUncVaU)

   - Where Compute Engine fits within GCP

   - Compute Engine as an infrastructure-centric solution

   - Creating virtual machines

   - Building virtual disks

   - Compute Engine and networks

   - GCP Pricing Calculator



 - Configuring Elastic Apps with Autoscaling [link](https://youtu.be/Up6x0M0jB0k)

   - How autoscaling works

   - Scale-out and scale-in policy decisions



 - Exploring PaaS with App Engine [link](https://youtu.be/DMKQ9gn2eOg)

   - Where App Engine fits within GCP

   - App Engine as a platform-centric solution

   - App Engine environments

   - App Engine architecture

   - How App Engine addresses key developer need



 - Event Driven Programs with Cloud Functions [link](https://youtu.be/i-on18WBdWA)

   - Where Cloud Functions fits within GCP

   - Components of Cloud Functions

   - How Cloud Functions works



 - Containerizing and Orchestrating Apps with GKE [link](https://youtu.be/MJmC5AQYsAk)

   - IaaS to PaaS comparison

   - Where GKE fits within GCP

   - Containers

   - The relationship between containers, Docker, and Kubernetes

   - GKE and containers



 - Recap Quiz [link](https://youtu.be/VKj0uHAXxDU)



 - Summary [link](https://youtu.be/rNbUtFzngvk)



# Week 3: Where do I store this Stuff?

 - Introduction [link](https://youtu.be/Ltr3xYyV2Q0)



 - Storage Options in the Cloud [link](https://youtu.be/gzHkym4GIF4)

   - GCP storage options

   - Use cases for cloud storage



 - Structured and Unstructured Storage in the Cloud [link](https://youtu.be/sXsaEB-kfXU)

   - Structured versus unstructured data

   - Determining the best storage solution



 - Unstructured Storage using Cloud Storage [link](https://youtu.be/_LTnis5hy-Y)

   - Cloud Storage in GCP

   - Storage classes

   - Buckets



 - SQL Managed Services [link](https://youtu.be/QMm1QVP51io)

   - Databases

   - Options for SQL-based managed services



 - Exploring Cloud SQL [link](https://youtu.be/DI4E0dx88PQ)

   - Cloud SQL in GCP

   - Admin tasks addressed by Cloud SQL



 - Cloud Spanner as a Managed Service [link](https://youtu.be/ZkVDbAScNvA)

   - Cloud Spanner in GCP

   - Cloud Spanner versus other databases

   - Cloud Spanner features

   - How Cloud Spanner works



 - NoSQL Managed Services Options [link](https://youtu.be/2kiKqEB9WV4)

   - Options for NoSQL based managed services



 - Cloud Datastore a NoSQL Document Store [link](https://youtu.be/4d87iYuh-LE)

   - Cloud Datastore in GCP

   - Cloud Datastore features

   - Cloud Datastore use cases



 - Cloud Bigtable as a NoSQL Option [link](https://youtu.be/P0IifqsXI7o)

   - Cloud Bigtable in GCP

   - Cloud Bigtable features

   - Interacting with Cloud Bigtable

   - Cloud Bigtable structure

   - Scaling Bigtable



 - Recap Quiz [link](https://youtu.be/7GtyBy10VOs)



 - Summary [link](https://youtu.be/ySNaU7lpE3E)



# Week 4: There's an API for that! You can't secure the Cloud right?

 - Introduction to API [link](https://youtu.be/lD4KoJfp1KU)



 - The Purpose of APIs [link](https://youtu.be/-mJrMhdRRGc)

   - Introduction to APIs

   - REST APIs

   - Challenges of deploying and managing APIs



 - Cloud Endpoints [link](https://youtu.be/mtpmeXQ2g2M)

   - Cloud Endpoints features

   - Where Cloud Endpoints fit

   - How Cloud Endpoints supports deploying and managing APIs



 - Using Apigee [link](https://youtu.be/9aGYRcQdOEE)

   - Overview of Apigee Edge

   - API gateways



 - Managed Message Services [link](https://youtu.be/Je3NiFwbWBE)

   - Challenges facing organizations

   - Use cases for a managed messaging system



 - Cloud Pub/Sub [link](https://youtu.be/0PV_wT17XEM)

   - Cloud Pub/Sub features

   - Cloud Pub/Sub as middleware

   - Pub/Sub patterns

   - Cloud Pub/Sub within the big data processing model

   - Examples of Cloud Sub-Pub working



 - Recap Quiz - There's an API for that! [link](https://youtu.be/lc1_tV5mKOA)



 - Summary - There's an API for that [link](https://youtu.be/VN-kLO-IK58)



 - Introduction - Cloud Security [link](https://youtu.be/aqqE06hOMtY)



 - Introduction to security in the cloud [link](https://youtu.be/6JU4R0fstyg)

   - Security and innovation

   - Protecting your information processing lifecycle

   - Google’s infrastructure security layers

   - Securing hardware infrastructure

   - Securing service deployment



 - Understanding the shared security model [link](https://youtu.be/iFZY3qP0bSo)

   - With GCP, security responsibility is shared

   - Data access is the customers’ responsibility



 - Explore encryption options [link](https://youtu.be/DIY0R1OGiIQ)

   - Different encryption options

   - GCP provides server-side encryption

   - Customer-managed encryption keys

   - Customer-supplied encryption keys

   - Persistent disk encryption with CSEK

   - Other encryption options



 - Understand authentication and authorization [link](https://youtu.be/wv7STym4sd0)

   - Parts of an IAM policy

   - Users

   - Cloud Identity

   - IAM roles

   - Resources

   - IAM primitive roles

   - IAM predefined roles

   - IAM custom roles

   - Service accounts



 - Identify best practices for authorization [link](https://youtu.be/47kGNm2Sb9Y)

   - Resource hierarchy

   - Best practices for service accounts



 - Recap Quiz - Security [link](https://youtu.be/4KDjU-SRyiA)



 - Summary - Security [link](https://youtu.be/FeRyYdS9MhM)



# Week 5: It helps to Network

 - Introduction [link](https://youtu.be/vQSOTKRVhK8)



 - Intro to Networking in the Cloud [link](https://youtu.be/FvjyJu25C8I)

   - A background to networking

   - Google’s network



 - Defining a Virtual Private Cloud [link](https://youtu.be/b7RgndnUVi8)

   - VPCs are SDN constructs

   - VPC networks

   - Subnets

   - Network behavior within a project

   - Auto versus custom subnet modes



 - Public and Private IP Address Basics [link](https://youtu.be/LPm8DuCNug8)

   - A VPC is made up of subnets

   - Internal versus external IPs



 - Googles Network Architecture [link](https://youtu.be/vQ2P_9xRNRM)

   - Google networking products

   - Google’s network architecture



 - Routes and Firewall Rules in the Cloud [link](https://youtu.be/b6P6mJnfMbo)

   - Routes

   - Firewalls

   - GCP firewall use cases (egress and ingress)



# Week 6: It helps to Network (continued)

 - Multiple VPC Networks [link](https://youtu.be/BPfbmg-PNbE)

   - Connecting resources from multiple projects

   - VPC Network Peering

   - Shared VPC versus VPC peering



 - Building Hybrid Clouds [link](https://youtu.be/va4799g7bGg)

   - Cloud VPN

   - Cloud Interconnect - Dedicated

   - Cloud Interconnect - Partner

   - Comparison of interconnect options

   - Direct Peering

   - Carrier Peering

   - Comparison of peering options



 - Different Options for Load Balancing [link](https://youtu.be/vV1nJzAB-lg)

   - Global versus regional services



 - Recap Quiz [link](https://youtu.be/sYRyvj3_yXw)



 - Summary [link](https://youtu.be/Lj1JQzOGG-0)



# Week 7: Let Google keep an eye on things. You have the data, but what are you doing with it

 - Introduction - Let Google keep an eye on things [link](https://youtu.be/M4R0H1_Mg2k)



 - Introduction to IaC [link](https://youtu.be/zm1DDKlbRu8)

   - Defining your required infrastructure as code



 - Cloud Deployment Manager [link](https://youtu.be/He5vdPIx6oo)

   - Cloud Deployment Manager features

   - GCP support for open source IaC tools



 - Monitoring and Managing Your Services, Apps, and Infra [link](https://youtu.be/ZnYv8M3OF6Q)

   - Critical monitoring and management activities



 - Stackdriver [link](https://youtu.be/JErzYY70NG4)

   - Stackdriver Monitoring

   - Stackdriver Logging

   - Stackdriver Error Reporting

   - Stackdriver Trace

   - Stackdriver Debugging

   - Stackdriver Profiler



 - Recap Quiz - Let Google keep an eye on things [link](https://youtu.be/lZj3YQnmXqM)



 - Summary - Let Google keep an eye on things [link](https://youtu.be/0SCKeZTqzyA)



 - Introduction - You have the data, but what are you doing with it? [link](https://youtu.be/SSwTj_sQvqo)



 - Intro to Big Data Managed Services in the Cloud [link](https://youtu.be/pzZeYwLck6Y)

   - How big is a petabyte of data?

   - Overview of big data managed services



 - Leverage Big Data Operations with Cloud Dataproc [link](https://youtu.be/YinjIbihDzI)

   - Hadoop and Spark

   - Cloud Dataproc features

   - Typical Spark/Hadoop clusters

   - Separating storage and compute

   - Cloud Dataproc use cases



 - Build ETL Pipelines using Cloud Dataflow [link](https://youtu.be/GXuDtWdlwMQ)

   - Cloud Dataflow overview

   - Cloud Dataflow templates

   - Pipelines

   - Cloud Dataproc versus Cloud Dataflow



 - BigQuery Googles Enterprise Data Warehouse [link](https://youtu.be/JkMCvOxewfM)

   - BigQuery is Google’s data warehouse solution

   - BigQuery versus traditional data warehouses

   - Loading data into BigQuery

   - Ways to analyze data



 - Recap Quiz - You have the data, but what are you doing with it? [link](https://youtu.be/2P3F7CK-Ue4)



 - Summary - You have the data, but what are you doing with it? [link](https://youtu.be/cyO2I8oACvg)



# Let machines do the work

 - Introduction [link](https://youtu.be/HKkxbXZywUY)



 - Introduction to ML [link](https://youtu.be/q9t-zd9jTto)

   - Defining machine learning

   - Machine learning uses standard algorithms

   - Model training

   - Machine learning and AI

   - The impact of ML is scale

   - Barriers to entry have fallen

   - The GCP machine learning spectrum

   - Modern AI applications use deep learning



 - ML and GCP  [link](https://youtu.be/uDOJmqDxVU0)



 - Building Bespoke ML models [link](https://youtu.be/6HOWQNl-c4I)

   - TensorFlow

   - AI Platform

   - AI Platform and the ML workflow



 - Cloud AutoML  [link](https://youtu.be/5iVe6VjV6YA)

   - Cloud AutoML in context

   - Using Cloud AutoML for what you can see

   - Using Cloud AutoML for what you can hear

   - Using Cloud AutoML to turn structured data into predictive insights



 - Googles Pre-trained ML APIs  [link](https://youtu.be/bhb-w8VdvvE)

   - Cloud Vision API

   - Cloud Text-to-Speech API and Cloud Speech-to-Text API

   - Cloud Translation API

   - Cloud Natural Language API

   - Cloud Video Intelligence API



 - Recap Quiz  [link](https://youtu.be/oVd7sw8cW4U)



 - Summary  [link](https://youtu.be/3xQW4RqyZh8)



## Bug / Feature Request :man_technologist:

 - If you'd like to request a new function, feel free to do so by opening an issue [here](https://github.com/yogeshnile/gcp-course/issues/new). Please include sample queries and their corresponding results.

 

## Connect with me! 🌐

Known on internet as **Yogesh Nile**



[![][I_LinkedIn]][LinkedIn]  [![][I_Github]][Github] [![][I_Twitter]][Twitter] [![][I_Telegram]][Telegram] [![][I_Instagram]][Instagram]  [![][I_Instagram Personal]][Instagram Personal]   [![][I_discord]][discord]



## Email Me :e-mail:



[![][I_Email]][E-mail]



[LinkedIn]: https://bit.ly/2Ky3ho6

[Github]: https://bit.ly/2yoggit

[Twitter]: https://bit.ly/3dbLJLC

[Telegram]: https://t.me/yogeshnile

[Instagram]: https://bit.ly/3b9Qeo4

[Instagram Personal]: https://bit.ly/32SXHV0

[E-mail]: mailto:[email protected]

[discord]: https://discord.gg/R2ug3gR



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