AWS Lambda
Beginnerโs 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
Hello World Build and Deploy
sam initsam buildsam 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
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Additional Related Topics from Noah Gift
His most recent books are:
- Pragmatic A.I.: ย An introduction to Cloud-Based Machine Learning (Pearson, 2018)
- Python for DevOps (O'Reilly, 2020).ย
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)
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