52 Weeks of Cloud - podcast cover

52 Weeks of Cloud

Noah Gift
A weekly podcast on technical topics related to cloud computing including: MLOPs, LLMs, AWS, Azure, GCP, Multi-Cloud and Kubernetes.
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Episodes

52 Weeks of Cloud: Episode 12- GPT-3 Book Authors Shubham Shubham and Sandra Kublik

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-P...

Feb 18, 202257 minEp. 13

52 Weeks AWS: Episode 11- Solutions Architect Part 3-Databases

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/...

Feb 15, 202230 minEp. 12

52 Weeks of AWS Episode 10-Solutions Architect-Part2-EC2

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/...

Feb 08, 202232 minEp. 11

52 Weeks of AWS Episode 9B-Solutions Architect

Part 1 of solutions architect cert 00:00 Intro 01:30 Overview of Exam 07:00 AWS Architecture 08:00 Well Architected 11:00 Scalability 17:00 AWS Regions 22:00 AWS S3 26:00 AWS Costs 28:00 AWS Snowball and Snowmobile 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 Da...

Feb 02, 202232 minEp. 10

52 Weeks of AWS Episode 9:AWS Cookbook

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/...

Feb 01, 20221 hr 3 minEp. 9

52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda

aws-cdk-python-hello 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 Reference Hello Python CDK Workshop Watch on O'Reilly: AWS CDK with Python Deploy Hello World Lambda Watch...

Jan 26, 202224 minEp. 8

52 Weeks of AWS Episode 7: Developing with High Level 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/...

Jan 19, 202230 minEp. 7

52 Weeks of AWS Episode 6: Cloud Practitioner Part4 Final

# 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 Ex...

Jan 12, 202247 minEp. 6

52 Weeks of AWS Episode 5: Cloud Practitioner Part3 + Network and Content Delivery, Compute Storage"

### 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 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/...

Jan 04, 20221 hr 2 minEp. 5

52 Weeks of AWS: Episode 4: AWS Cloud Practitioner Part 2

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 If you enjoyed this video, here are additional resources to look at: Coursera + Duke Specialization: Building Cloud Computing So...

Dec 28, 202147 minEp. 4

52 Weeks of AWS: Episode 3: AWS Cloud Practitioner Part 1

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/...

Dec 21, 202145 minEp. 3

52 Weeks of AWS: Episode 2: Reinvent 2021 and Getting Started with AWS

Part 1: Cover Reinvent 2021 announcements Part2: Talk about getting started: AWS Free Tier AWS Academy (for students) AWS Sagemaker Studio Lab Part 3: Cloud development environments AWS Cloudshell Can run Bash, ZSH or Powershell AWS Cloud9 Supports many languages including Python and C# Notes on Episode 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/special...

Dec 14, 202129 minEp. 2

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

Outline **Key Book Facts:** * (8 chapters: 30 pages/chapter & 240-250 total length) * Each chapter has one more more independent code examples in Github * Chapter 1: Getting started with .NET on AWS * What is Cloud Computing * Types of Cloud Computing: * IaaS * PaaS, FaaS and Serverless * SaaS * MaaS * Key Cloud Computing Concepts * Elastic Infrastructure * Overview of Core Services * High-level overview of AWS * History of AWS * Global Infrastructure * Using AWS * Setting up an account * Us...

Dec 08, 202124 minEp. 1
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