https://github.com/noahgift/awslambda
AWS Lambda
https://github.com/noahgift/awslambda
Last synced: 6 months ago
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AWS Lambda
- Host: GitHub
- URL: https://github.com/noahgift/awslambda
- Owner: noahgift
- Created: 2019-02-26T20:49:23.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2025-01-10T22:54:47.000Z (9 months ago)
- Last Synced: 2025-04-01T11:04:23.459Z (7 months ago)
- Language: Jupyter Notebook
- Homepage: https://noahgift.github.io/awslambda/
- Size: 1.63 MB
- Stars: 221
- Watchers: 17
- Forks: 294
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
[](https://circleci.com/gh/noahgift/awslambda)
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# AWS Lambda
Beginner’s Guide to Writing AWS Lambda Functions in Python
* [Beginning AWS Lambda Colab Notebook](https://github.com/noahgift/awslambda/blob/master/beginners_guide_aws_lambda.ipynb) or [colab link](https://colab.research.google.com/drive/1Xm80CsieCvfc4VVqi5QmNkrirh2Oq-s5?usp=sharing)
* [PowerPoint Slides](https://github.com/noahgift/awslambda/blob/master/beginning_lambda.pptx?raw=true)
* [Related Project Serverless Cookbook](https://github.com/noahgift/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"](https://www.youtube.com/playlist?list=PLdfopzFjkPz-xDXqAAc0Jrh1eumV4HNmX)
## 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
[](https://www.youtube.com/watch?v=zXxdbtamoa4)
## Functions are Units of Work: Input, Work, Return
[](https://www.youtube.com/watch?v=P6wjrRpzJ_k)
## Other Videos
[](https://www.youtube.com/watch?v=hU0xvNL1MPs)
* Learn to write an AWS Lambda Function in Python in Five Minutes:
[](https://youtu.be/AlRUeNFuObk)
## Diagram
## Pragmatic AI Labs
These notebooks and tutorials were produced by [Pragmatic AI Labs](https://paiml.com/). You can continue learning about these topics by:
* [Get the latest content and updates from Pragmatic AI Labs: Subscribe to the mailing list!](https://newsletter.paiml.com/social)
* Buying a copy of [Pragmatic AI: An Introduction to Cloud-Based Machine Learning](http://www.informit.com/store/pragmatic-ai-an-introduction-to-cloud-based-machine-9780134863863)
* Watching 8+ Hour Video Series on Safari: [Essential Machine Learning and AI with Python and Jupyter Notebook](https://www.safaribooksonline.com/videos/essential-machine-learning/9780135261118)
* Reading online with Safari: [Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First Edition](https://www.safaribooksonline.com/library/view/pragmatic-ai-an/9780134863924/)
* Watching video [Essential Machine Learning and AI with Python and Jupyter Notebook-Video-SafariOnline](https://www.safaribooksonline.com/videos/essential-machine-learning/9780135261118) on Safari Books Online.
* Watching video [AWS Certified Machine Learning-Speciality](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597)
* Watching learning path [Essential Machine Learning and Pragmatic AI](https://learning.oreilly.com/learning-paths/learning-path-essential/9780135747193/)
* Purchasing video [Essential Machine Learning and AI with Python and Jupyter Notebook- Purchase Video](http://www.informit.com/store/essential-machine-learning-and-ai-with-python-and-jupyter-9780135261095)
* Purchasing video [AWS Machine Learning Certification](http://www.pearsonitcertification.com/store/aws-certified-machine-learning-specialty-ml-s-complete-9780135556511)
* Register for an [upcoming online training on Safari](https://www.safaribooksonline.com/search/?query=noah%20gift).
* Browsing [Pragmatic AI Source Code](https://github.com/noahgift/pragmaticai)
* Viewing more content at [noahgift.com](https://noahgift.com/)
* Viewing more content at [Pragmatic AI Labs](https://paiml.com/)
* Viewing more content on the [Pragmatic AI Labs YouTube Channel](https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q)
* Reading content on [Pragmatic AI Medium](https://medium.com/pragmatic-ai-labs)
* Hear more about the some of the topics covered in [TWIML podcast](https://twimlai.com/twiml-talk-158-growth-hacking-sports-w-machine-learning-with-noah-gift/)
### Additional Related Topics from Noah Gift
His most recent books are:
* [Pragmatic A.I.: An introduction to Cloud-Based Machine Learning (Pearson, 2018)](https://www.amazon.com/Pragmatic-AI-Introduction-Cloud-Based-Analytics/dp/0134863860)
* [Python for DevOps (O'Reilly, 2020)](https://www.amazon.com/Python-DevOps-Ruthlessly-Effective-Automation/dp/149205769X).
His most recent video courses are:
* [Essential Machine Learning and A.I. with Python and Jupyter Notebook LiveLessons (Pearson, 2018)](https://learning.oreilly.com/videos/essential-machine-learning/9780135261118)
* [AWS Certified Machine Learning-Specialty (ML-S) (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597)
* [Python for Data Science Complete Video Course Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/python-for-data/9780135687253)
* [AWS Certified Big Data - Specialty Complete Video Course and Practice Test Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-big/9780135772324)
* [Building A.I. Applications on Google Cloud Platform (Pearson, 2019)](https://learning.oreilly.com/videos/building-ai-applications/9780135973462)
* [Pragmatic AI and Machine Learning Core Principles (Pearson, 2019)](https://learning.oreilly.com/videos/pragmatic-ai-and/9780136554714)
* [Data Engineering with Python and AWS Lambda (Pearson, 2019)](https://learning.oreilly.com/videos/data-engineering-with/9780135964330)
His most recent online courses are:
* [Microservices with this Udacity DevOps Nanodegree (Udacity, 2019)](https://www.udacity.com/course/cloud-dev-ops-nanodegree--nd9991)
* [Command Line Automation in Python (DataCamp, 2019)](https://www.datacamp.com/instructors/ndgift)
* [AWS Certified Cloud Practitioner 2020-Real World & Pragmatic](https://www.udemy.com/course/aws-certified-cloud-practitioner-2020-real-world-pragmatic/?referralCode=CAC679A7D08212773428).