🎓 Pragmatic AI Labs | Join 1M+ ML Engineers

🔥 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

AWS Lambda

Beginner’s Guide to Writing AWS Lambda Functions in Python

• Beginning AWS Lambda Colab Notebook or colab link
• PowerPoint Slides
• Related Project Serverless Cookbook

Zero to One: AWS Lambda in Python and SAM

• Zero to One: AWS Lambda in Python and SAM: AWS Lambda 2021 YouTube Playlist of "How To"

Hello World Build and Deploy

1. sam init
2. sam build
3. sam deploy --guided

Deploy and Testing (Key Concepts)

Test two ways:

sam local invoke sam local start-api

Then curl curl http://127.0.0.1:3000/hello

• API Gateway
• CloudWatch Logs
• IAM Security settings

Build a Serverless Data Engineering Pipeline Walkthrough

Functions are Units of Work: Input, Work, Return

Other Videos

• Learn to write an AWS Lambda Function in Python in Five Minutes:

Diagram

Pragmatic AI Labs

These notebooks and tutorials were produced by Pragmatic AI Labs. You can continue learning about these topics by:

• Get the latest content and updates from Pragmatic AI Labs: Subscribe to the mailing list!
• Buying a copy of Pragmatic AI: An Introduction to Cloud-Based Machine Learning
• Watching 8+ Hour Video Series on Safari: Essential Machine Learning and AI with Python and Jupyter Notebook
• Reading online with Safari: Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First Edition
• Watching video Essential Machine Learning and AI with Python and Jupyter Notebook-Video-SafariOnline on Safari Books Online.
• Watching video AWS Certified Machine Learning-Speciality
• Watching learning path Essential Machine Learning and Pragmatic AI
• Purchasing video Essential Machine Learning and AI with Python and Jupyter Notebook- Purchase Video
• Purchasing video AWS Machine Learning Certification
• Register for an upcoming online training on Safari.
• Browsing Pragmatic AI Source Code
• Viewing more content at noahgift.com
• Viewing more content at Pragmatic AI Labs
• Viewing more content on the Pragmatic AI Labs YouTube Channel
• Reading content on Pragmatic AI Medium
• Hear more about the some of the topics covered in TWIML podcast

Additional Related Topics from Noah Gift

His most recent books are:

• Pragmatic A.I.:   An introduction to Cloud-Based Machine Learning (Pearson, 2018)
• Python for DevOps (O'Reilly, 2020). 

His most recent video courses are:

• Essential Machine Learning and A.I. with Python and Jupyter Notebook LiveLessons (Pearson, 2018)
• AWS Certified Machine Learning-Specialty (ML-S) (Pearson, 2019)
• Python for Data Science Complete Video Course Video Training (Pearson, 2019)
• AWS Certified Big Data - Specialty Complete Video Course and Practice Test Video Training (Pearson, 2019)
• Building A.I. Applications on Google Cloud Platform (Pearson, 2019)
• Pragmatic AI and Machine Learning Core Principles (Pearson, 2019)
• Data Engineering with Python and AWS Lambda (Pearson, 2019)

His most recent online courses are:

• Microservices with this Udacity DevOps Nanodegree (Udacity, 2019)
• Command Line Automation in Python (DataCamp, 2019)
• AWS Certified Cloud Practitioner 2020-Real World & Pragmatic.