52 Weeks of Cloud

Learn to connect networks on AWS

00:00 Intro
01:24 Module Overview
03:19 Connecting multiple VPNs
05:09 AWS Direct Connect
08:58 Connecting VPCs
11:03 VPC Peering
14:08 Transit Gateway
22:56 Module Wrap-up

Okay, I'm live here with 52 weeks of AWS episode 13. I'm still focused on the solutions architect material. And last week, I was able to talk about some networking material. But this week, I'm going to get into more networking and talk about connecting networks. And what we'll do is I'll just go ahead and share my screen here to start with. And let's go ahead and get started. Go here connecting. And here we go. Got the material up here connecting networks. Let's go to a presenter view. So a few things to talk about with connecting network. We're going to cover these topics today. Architectural needs connecting to a site to site VPN. Also talking about direct connect VPC, in AWS with VPC peering. This happens a lot with maybe a SaaS offering that you're using, like Databricks, scaling your VPC network, with transit gateway, and then also connecting to VPC via supported services.

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

Shubham (LI: https://www.linkedin.com/in/shubhamsaboo, Twitter: https://twitter.com/Saboo_Shubham_)
Sandra (LI: https://www.linkedin.com/in/sandrakublik, Twitter: https://twitter.com/sandra_kublik)
Kairos Data Labs (LI: https://www.linkedin.com/company/kairos-data-labs, Youtube: https://www.youtube.com/channel/UCWRXc4CeXy5f0dQdJ2XWliw)

Read GPT-3 Book Here: https://learning.oreilly.com/library/view/gpt-3/9781098113612/
Buy GPT-3 Book Here: https://www.amazon.com/GPT-3-Building-Innovative-Products-Language/dp/1098113624/ref=sr_1_2?crid=3B7EBW0BGWJGS&keywords=gpt-3+book&qid=1645194541&sprefix=gpt-3+book%2Caps%2C48&sr=8-2

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

Hello World Python CDK

In this episode I dive into IAC with AWS Lambda on AWS Cloud9

00:00 Intro
02:00 Overview of IAC Architecture
05:00 Setup AWS Cloud9
06:57 Read CDK Project Setup
08:00 Upgrade CDK
12:33 Create AWS Lambda in Python Marco/Polo Function
14:08 Setup CDK Stack
15:32 Deploy Changes via CDK Deploy
19:32 Invoke Lambda via CDK
21:15 Invoke Lambda via Cloud9

• Hello Python CDK Workshop
• Watch on O'Reilly: AWS CDK with Python Deploy Hello World Lambda
• Watch on YouTube

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

View content on noahgift.com: https://noahgift.com/

View content on Pragmatic AI Labs Website: https://paiml.com/

• 🤖 Master GenAI Engineering - Build Production AI Systems
• 🦀 Learn Professional Rust - Industry-Grade Development
• 📊 AWS AI & Analytics - Scale Your ML in Cloud
• ⚡ Production GenAI on AWS - Deploy at Enterprise Scale
• 🛠️ Rust DevOps Mastery - Automate Everything

• 💼 Production ML Program - Complete MLOps & Cloud Mastery
• 🎯 Start Learning Now - Fast-Track Your ML Career
• 🏢 Trusted by Fortune 500 Teams

Learn end-to-end ML engineering from industry veterans at PAIML.COM

# zero-to-five-aws-bootcamp

A Graduate Level Three to Five Week Bootcamp on AWS. Go from ZERO to FIVE Certifications.

## Week 1:  AWS Certified Solutions Architect & Cloud Practicioner

### Resources

#### Slides and Links

* [AWS Certified Cloud Practitioner Exam Overview from AWS](https://aws.amazon.com/certification/certified-cloud-practitioner/)

 * [AWS CP Slides](https://drive.google.com/drive/folders/1aWlpDJ\_Z-UXizsmfNGR-lGUzXnTgMoq3?usp=sharing)  

* [AWS Certified Solutions Architect Exam Overview from AWS](https://aws.amazon.com/certification/certified-solutions-architect-associate/)

 * [AWS SA Slides](https://drive.google.com/drive/folders/1qhlwvlLejIhWa\_vHvI7CF29VK3\_wSyXr?usp=sharing)

#### Video Content

* [Watch AWS Certified Cloud Practitioner Video Course on O'Reilly (5 hours)](https://learning.oreilly.com/videos/aws-certified-cloud/60644VIDEOPAIML/)

* [Watch AWS in One Hour on O'Reilly (35 min)](https://learning.oreilly.com/videos/aws-in-one/61092021VIDEOPAIMLL/)

* [Watch AWS Solutions Architect Certification in One Hour](https://learning.oreilly.com/videos/aws-solutions-architect/61132021VIDEOPAIML/)

## Week 2:  AWS Certified Data Analytics & AWS Developer

### Resources

#### Slides and Links

* [AWS Certified Developer Exam Overview from AWS](https://aws.amazon.com/certification/certified-developer-associate/)

 * [AWS Developer Certification Slides](https://drive.google.com/drive/folders/1f6Op27XfAW4LajwDFnZ42LHXUQ-gWV2X?usp=sharing)

* [AWS Certified Data Analytics Exam Overview from AWS](https://aws.amazon.com/certification/certified-data-analytics-specialty/)

#### Video Content

* [AWS Certified Big Data - Specialty Complete Video Course and Practice Test Video Training](https://learning.oreilly.com/videos/aws-certified-big/9780135772324/)

* [Data Engineering with Python and AWS Lambda LiveLessons](https://learning.oreilly.com/videos/data-engineering-with/9780135964330/)

* [AWS Certified DevOps Engineer - Professional](https://learning.oreilly.com/videos/aws-certified-devops/9780136612919/)

* [Zero to One: AWS Lambda with SAM and Python in One Hour](https://learning.oreilly.com/videos/zero-to-one/60304VIDEOPAIML/)

## Week 3:  AWS Certified Machine Learning

### Resources

#### Slides and Links

* [AWS Certified Machine Learning Speciality](https://aws.amazon.com/certification/certified-machine-learning-specialty/)

 * [AWS ML Slides](https://drive.google.com/drive/folders/1lI9v1K0BWbhpbgi6Ri2EmHvbggrEWYpi?usp=sharing)

#### Video Content

* [AWS ML Certification in One Hour on O'Reilly](https://learning.oreilly.com/videos/aws-machine-learning/61232021VIDEOPAIML/)

* [AWS Certified Machine Learning-Speciality on O'Reilly (5 hours)](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597/)

* [AWS Sagemaker Autopilot from Zero](https://learning.oreilly.com/videos/aws-sagemaker-autopilot/60262021VIDEOPAIML/)

* [Using AWS Sagemaker](https://learning.oreilly.com/videos/using-aws-sagemaker/11172021VIDEOPAIML/)

## Week 4:  AWS Solutions Architect Pro

### Resources

* [Overview](https://aws.amazon.com/certification/certified-solutions-architect-professional)    

* [Guide](https://d1.awsstatic.com/training-and-certification/docs-sa-pro/AWS-Certified-Solutions-Architect-Professional\_Exam-Guide.pdf)    

* [Sample Questions](https://d1.awsstatic.com/training-and-certification/docs-sa-pro/AWS-Certified-Solutions-Architect-Professional\_Sample-Questions.pdf)    

#### Slides and Links

#### Video Content

## 52 Weeks of AWS Podcast and Live Stream

Livestream every Tuesday at 3pm ET on YouTube/Linkedin/Twitch.

* [Subscribe to Podcast](https://podcast.paiml.com)

* [Subscribe to Livestream](https://www.youtube.com/c/PragmaticAILabs)

* [Episode Notes](https://github.com/noahgift/aws-bootcamp/blob/main/episodes)

### Episode 1:O'Reilly C# on AWS book overview

* [52 Weeks of AWS: Episode 1: O'Reilly C# on AWS book overview](https://podcast.paiml.com/episodes/52-weeks-of-aws-episode-1-oreilly-c-on-aws-book-overview)

* [View on O'Reilly Video Livestream](https://learning.oreilly.com/videos/52-weeks-of/12072021VIDEOPAIML/)

### Episode 2:  Reinvent Recap and Getting Started with AWS

* Part 1:  [Cover Reinvent 2021 announcements](https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021/?nc2=h\_rei\_ht)

* Part2: Talk about getting started:

 * [AWS Free Tier](https://aws.amazon.com/free/)

 * [AWS Academy (for students)](https://aws.amazon.com/training/awsacademy/)

 * [AWS Sagemaker Studio Lab](https://aws.amazon.com/sagemaker/studio-lab/)

* Part 3:  Cloud development environments

 * [AWS Cloudshell](https://aws.amazon.com/cloudshell/) Can run Bash, ZSH or Powershell

 * [AWS Cloud9](https://aws.amazon.com/cloud9/) Supports many languages including Python and C#  

* [Notes on Episode 2](https://github.com/noahgift/aws-bootcamp/blob/main/episodes/episode2-dec14-2021.md)

* [View Episode 2 on O'Reilly](https://learning.oreilly.com/videos/52-weeks-of/12142021VIDEOPAIML/)

* [Listen to Episode2](https://52-weeks-of-cloud.simplecast.com/episodes/52-weeks-of-aws-episode-2-reinvent-2021-and-getting-started-with-aws)

### Episode 3:  AWS CP Part 1

* [52 Weeks of AWS: Episode 3: AWS Cloud Practitioner Part 1](https://52-weeks-of-cloud.simplecast.com/episodes/52-weeks-of-aws-episode-3-aws-cloud-practitioner-part-1)

* [Watch episode 3 on O'Reilly](https://learning.oreilly.com/videos/52-weeks-of/122132021VIDEOPAIML/)

### Episode 4:  AWS CP Part 2

* Benchmarking:  https://github.com/noahgift/benchmarking-aws

* History of AWS (AWS Shareholder Letter 2020):  https://www.aboutamazon.com/news/company-news/2020-letter-to-shareholders

* Visual Studio AWS Tool

* Github Codespaces vscode tutorial:  https://github.com/noahgift/DotNet-AWS/blob/main/chapters/appendix/AppendixB-CSharp-Tutorial.md

* AWS CP Part 2:  Cover Global infra and security

* [Listen to episode 4](https://52-weeks-of-cloud.simplecast.com/episodes/52-weeks-of-aws-episode-4-aws-cloud-practitioner-part-2)

* [Watch episode 4 on O'Reilly](https://learning.oreilly.com/videos/52-weeks-of/122132021VIDEOPAIML/)

### Episode 5:  AWS CP Part 3

* Writing a AWS S3 Bucket Lister application in Visual Studio 2022

* AWS CP Part 3:  Network and Content Delivery, Compute Storage

### Episode 6

### Potential Topics

#### IAC

* [Constructs Dev](https://constructs.dev)

* [AWS CDK V2](https://docs.aws.amazon.com/cdk/v2/guide/home.html)

## Global Resources

* [Notes for O'Reilly Book:  C# on AWS I am writing](https://github.com/noahgift/DotNet-AWS)

* [Learn AWS Cloudshell](https://learning.oreilly.com/videos/learn-aws-cloudshell/11212021VIDEOPAIML/)

* [AWS Python CDK Structure](https://aws.amazon.com/blogs/developer/recommended-aws-cdk-project-structure-for-python-applications/)

* [Diagramming CDK](https://github.com/pistazie/cdk-dia)

* [Podcast 52 Weeks of AWS](https://podcast.paiml.com)

* [Benchmarking AWS](https://github.com/noahgift/benchmarking-aws)

* [Flask-CDK-Lambda-AWS](https://github.com/cdk-patterns/serverless/blob/main/the-lambda-trilogy/README.md)

* [configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials)

* [AWS-Swift](https://aws.amazon.com/blogs/developer/announcing-new-aws-sdk-for-swift-alpha-release/)

If you enjoyed this video, here are additional resources to look at:

Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

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