{"id":16507754,"url":"https://github.com/noahgift/awslambda","last_synced_at":"2025-04-08T12:03:03.558Z","repository":{"id":37725918,"uuid":"172788334","full_name":"noahgift/awslambda","owner":"noahgift","description":"AWS Lambda","archived":false,"fork":false,"pushed_at":"2025-01-10T22:54:47.000Z","size":1704,"stargazers_count":221,"open_issues_count":4,"forks_count":294,"subscribers_count":17,"default_branch":"master","last_synced_at":"2025-04-01T11:04:23.459Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://noahgift.github.io/awslambda/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/noahgift.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-02-26T20:49:23.000Z","updated_at":"2025-01-11T01:58:00.000Z","dependencies_parsed_at":"2025-01-20T01:14:33.834Z","dependency_job_id":"545ce9fa-aef2-41bc-afc3-0624d2d9f481","html_url":"https://github.com/noahgift/awslambda","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noahgift%2Fawslambda","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noahgift%2Fawslambda/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noahgift%2Fawslambda/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/noahgift%2Fawslambda/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/noahgift","download_url":"https://codeload.github.com/noahgift/awslambda/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247838421,"owners_count":21004578,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-11T15:30:18.714Z","updated_at":"2025-04-08T12:03:03.540Z","avatar_url":"https://github.com/noahgift.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![CircleCI](https://circleci.com/gh/noahgift/functional_intro_to_python.svg?style=svg\u0026circle-token=d3ccec4d9ec6d4f1052ec528e22dc26554502cde)](https://circleci.com/gh/noahgift/awslambda)\n\n## 🎓 Pragmatic AI Labs | Join 1M+ ML Engineers\n\n### 🔥 Hot Course Offers:\n* 🤖 [Master GenAI Engineering](https://ds500.paiml.com/learn/course/0bbb5/) - Build Production AI Systems\n* 🦀 [Learn Professional Rust](https://ds500.paiml.com/learn/course/g6u1k/) - Industry-Grade Development\n* 📊 [AWS AI \u0026 Analytics](https://ds500.paiml.com/learn/course/31si1/) - Scale Your ML in Cloud\n* ⚡ [Production GenAI on AWS](https://ds500.paiml.com/learn/course/ehks1/) - Deploy at Enterprise Scale\n* 🛠️ [Rust DevOps Mastery](https://ds500.paiml.com/learn/course/ex8eu/) - Automate Everything\n\n### 🚀 Level Up Your Career:\n* 💼 [Production ML Program](https://paiml.com) - Complete MLOps \u0026 Cloud Mastery\n* 🎯 [Start Learning Now](https://ds500.paiml.com) - Fast-Track Your ML Career\n* 🏢 Trusted by Fortune 500 Teams\n\nLearn end-to-end ML engineering from industry veterans at [PAIML.COM](https://paiml.com)\n\n# AWS Lambda\nBeginner’s Guide to Writing AWS Lambda Functions in Python\n\n* [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)\n* [PowerPoint Slides](https://github.com/noahgift/awslambda/blob/master/beginning_lambda.pptx?raw=true)\n* [Related Project Serverless Cookbook](https://github.com/noahgift/serverless-cookbook)\n\n## Zero to One: AWS Lambda in Python and SAM \n![zero-to-one](https://user-images.githubusercontent.com/58792/113515280-81eae580-9541-11eb-844e-e6e2ce96d53b.jpg)\n* [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)\n\n## Hello World Build and Deploy\n\n1.  `sam init`\n2.  `sam build`\n3.  `sam deploy --guided`\n\n## Deploy and Testing (Key Concepts)\n\nTest two ways:  \n\n`sam local invoke`\n`sam local start-api`\n\nThen curl `curl http://127.0.0.1:3000/hello`\n\n* API Gateway\n* CloudWatch Logs\n* IAM Security settings\n\n## Build a Serverless Data Engineering Pipeline Walkthrough\n\n[![Build a Serverless Data Engineering Walkthrough](https://img.youtube.com/vi/zXxdbtamoa4/0.jpg)](https://www.youtube.com/watch?v=zXxdbtamoa4)\n\n## Functions are Units of Work:  Input, Work, Return\n\n[![Input, Work, Return](https://img.youtube.com/vi/P6wjrRpzJ_k/0.jpg)](https://www.youtube.com/watch?v=P6wjrRpzJ_k)\n\n## Other Videos \n\n[![Serverless Data Engineering Architecture](https://img.youtube.com/vi/hU0xvNL1MPs/0.jpg)](https://www.youtube.com/watch?v=hU0xvNL1MPs)\n\n* Learn to write an AWS Lambda Function in Python in Five Minutes:\n\n[![Learn to write an AWS Lambda Function in Python in Five Minutes](https://img.youtube.com/vi/AlRUeNFuObk/0.jpg)](https://youtu.be/AlRUeNFuObk)\n\n\n## Diagram\n\n![Overview](https://camo.githubusercontent.com/bb29cd924f9eb66730bbf7b0ed069a6ae03d2f1a/68747470733a2f2f757365722d696d616765732e67697468756275736572636f6e74656e742e636f6d2f35383739322f35353335343438332d62616537616638302d353437612d313165392d393930392d6135363231323531303635622e706e67)\n\n\n## Pragmatic AI Labs\n![Pragmatic AI Labs](https://paiml.com/logo_with_slogan_white_background.png)\n\nThese notebooks and tutorials were produced by [Pragmatic AI Labs](https://paiml.com/).  You can continue learning about these topics by:\n\n* [Get the latest content and updates from Pragmatic AI Labs:  Subscribe to the mailing list!](https://newsletter.paiml.com/social)\n*   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)\n*   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)\n*   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/)\n*  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.\n*  Watching video [AWS Certified Machine Learning-Speciality](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597)\n*  Watching learning path [Essential Machine Learning and Pragmatic AI](https://learning.oreilly.com/learning-paths/learning-path-essential/9780135747193/)\n* 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)\n* Purchasing video [AWS Machine Learning Certification](http://www.pearsonitcertification.com/store/aws-certified-machine-learning-specialty-ml-s-complete-9780135556511)\n*   Register for an [upcoming online training on Safari](https://www.safaribooksonline.com/search/?query=noah%20gift).\n*   Browsing [Pragmatic AI Source Code](https://github.com/noahgift/pragmaticai)\n*   Viewing more content at [noahgift.com](https://noahgift.com/)\n*   Viewing more content at [Pragmatic AI Labs](https://paiml.com/)\n*   Viewing more content on the [Pragmatic AI Labs YouTube Channel](https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q)\n*   Reading content on [Pragmatic AI Medium](https://medium.com/pragmatic-ai-labs)\n*   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/)\n\n### Additional Related Topics from Noah Gift\n\nHis most recent books are:\n\n*   [Pragmatic A.I.:   An introduction to Cloud-Based Machine Learning (Pearson, 2018)](https://www.amazon.com/Pragmatic-AI-Introduction-Cloud-Based-Analytics/dp/0134863860)\n*   [Python for DevOps (O'Reilly, 2020)](https://www.amazon.com/Python-DevOps-Ruthlessly-Effective-Automation/dp/149205769X). \n\nHis most recent video courses are:\n\n*   [Essential Machine Learning and A.I. with Python and Jupyter Notebook LiveLessons (Pearson, 2018)](https://learning.oreilly.com/videos/essential-machine-learning/9780135261118)\n*   [AWS Certified Machine Learning-Specialty (ML-S) (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-machine/9780135556597)\n*   [Python for Data Science Complete Video Course Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/python-for-data/9780135687253)\n*   [AWS Certified Big Data - Specialty Complete Video Course and Practice Test Video Training (Pearson, 2019)](https://learning.oreilly.com/videos/aws-certified-big/9780135772324)\n*   [Building A.I. Applications on Google Cloud Platform (Pearson, 2019)](https://learning.oreilly.com/videos/building-ai-applications/9780135973462)\n*   [Pragmatic AI and Machine Learning Core Principles (Pearson, 2019)](https://learning.oreilly.com/videos/pragmatic-ai-and/9780136554714)\n*   [Data Engineering with Python and AWS Lambda (Pearson, 2019)](https://learning.oreilly.com/videos/data-engineering-with/9780135964330)\n\nHis most recent online courses are:\n\n*   [Microservices with this Udacity DevOps Nanodegree (Udacity, 2019)](https://www.udacity.com/course/cloud-dev-ops-nanodegree--nd9991)\n*   [Command Line Automation in Python (DataCamp, 2019)](https://www.datacamp.com/instructors/ndgift)\n*   [AWS Certified Cloud Practitioner 2020-Real World \u0026 Pragmatic](https://www.udemy.com/course/aws-certified-cloud-practitioner-2020-real-world-pragmatic/?referralCode=CAC679A7D08212773428).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoahgift%2Fawslambda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnoahgift%2Fawslambda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnoahgift%2Fawslambda/lists"}