Build Real-World AWS Microservices with Python and FastAPI From Zero

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Pragmatic AI Labs

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Published on August 6, 2022 6:43:25 PM ● Video Link: https://www.youtube.com/watch?v=SqFFCTNyi88

Duration: 1:59:51

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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/specializations/building-cloud-computing-solutions-at-scale

Python, Bash, and SQL Essentials for Data Engineering Specialization: https://www.coursera.org/specializations/python-bash-sql-data-engineering-duke

AWS Certified Solutions Architect - Professional (SAP-C01) Cert Prep: 1 Design for Organizational Complexity:
https://www.linkedin.com/learning/aws-certified-solutions-architect-professional-sap-c01-cert-prep-1-design-for-organizational-complexity/design-for-organizational-complexity?autoplay=true

O'Reilly Book: Practical MLOps: https://www.amazon.com/Practical-MLOps-Operationalizing-Machine-Learning/dp/1098103017

O'Reilly Book: Python for DevOps: https://www.amazon.com/gp/product/B082P97LDW/

Pragmatic AI: An Introduction to Cloud-based Machine Learning: https://www.amazon.com/gp/product/B07FB8F8QP/

Pragmatic AI Labs Book: Python Command-Line Tools: https://www.amazon.com/gp/product/B0855FSFYZ

Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B0992BN7W8

Pragmatic AI Book: Minimal Python: https://www.amazon.com/gp/product/B0855NSRR7

Pragmatic AI Book: Testing in Python: https://www.amazon.com/gp/product/B0855NSRR7

Subscribe to Pragmatic AI Labs YouTube Channel: https://www.youtube.com/channel/UCNDfiL0D1LUeKWAkRE1xO5Q

Subscribe to 52 Weeks of AWS Podcast: https://52-weeks-of-cloud.simplecast.com

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