Build Real-World AWS Microservices with Python and FastAPI From Zero
Build Real-World AWS Microservices with Python and FastAPI From Zero.
Practice end-to-end DevOps from scratch!
This video will show you how to start from the absolute beginning of DevOps and build a real-world AWS microservice with Python and FastAPI.
Topics Covered Include:
00:00 Introduction
01:00 Learning to use Github CodeSpaces
03:00 Building Python Project Scaffolding
06:50 Building Python virtualenv
09:00 Adding a Python Dependency
22:58 Setup GitHub Actions
34:00 Running Pylint on your project
42:00 Using a library you created
46:00 Building library tests with Pytest
51:00 Building CLI tools with Python Fire
59:00 Using IPython with libraries
01:02:09 Exploring Python wikipedia library
01:08:00 Using FastAPI and uvicorn
01:15:00 Exploring FastAPI Swagger API docs for microservice with wikipedia library
01:18:00 Adding NLP with textblob library in Python
01:29:00 Running tests with Pytest
01:34:00 Integrating Docker with FastAPI
01:50:00 Using AWS ECR (Elastic Container Registry) with FastAPI
01:52:00 Integrating AWS CodeBuild for Continuous Delivery to ECR
Learning Objectives
Using AWS to build real-world microservices
Deploying AWS microservices with AWS CloudBuild and AWS App Runner for FastAPI
Practice end-to-end DevOps from scratch with Python and FastAPI
If you enjoyed this video, here are additional resources to look at:
Coursera + Duke Specialization: Building Cloud Computing Solutions at Scale Specialization: https://www.coursera.org/specializati...
Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializati...
AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:
https://www.linkedin.com/learning/aws...
O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOp...
O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B08...
Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07...
Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B08...
Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B09...
Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B08...
Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B08...
Subscribe to Pragmatic AI Labs YouTube Channel: / @pragmaticai
Subscribe to 52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com
View content on noahgift.com: https://noahgift.com/
View content on Pragmatic AI Labs Website: https://paiml.com/ —
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