52 Weeks of AWS Episode 8: Infrastructure as Code with CDK and AWS Lambda
In this episode I dive into IAC with AWS Lambda on AWS Cloud9
Audio is streamed directly from the publisher (cdn.simplecast.com) as published in their RSS feed. Play Podcasts does not host this file. Rights-holders can request removal through the copyright & takedown page.
Show Notes
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 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/
🔥 Hot Course Offers:
- 🤖 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
🚀 Level Up Your Career:
- 💼 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