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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

  • 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

Build a Serverless Data Engineering Walkthrough

Functions are Units of Work: Input, Work, Return

Input, Work, Return

Other Videos

Serverless Data Engineering Architecture

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

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

Diagram

Overview

Pragmatic AI Labs

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.

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AWS Lambda

noahgift.github.io/awslambda/

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