Build Real-World Python Microservices with Continuous Delivery From Zero

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United States Pragmatic AI Labs
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17,700
Published on ● Video Link: https://www.youtube.com/watch?v=Og50kOBw6k4


Duration: 1:59:49
800 views
54

Learn to build real-world Python Microservices that enable Continuous Delivery.

00:00 Intro
05:00 Scaffolding a project in Python
08:00 Setup Virtualenv
13:10 Building Makefile
24:00 Setup Github Actions
29:00 Formatting code with Python Black
45:09 Test code with Pytest and Pytest Coverage
50:30 Using Python Fire to build CLI
59:30 Write Wikipedia scraper
1:02:00 Use IPython to interact and debug code in Github Codespaces
1:08:00 Pinning FastAPI version number
1:12:00 Building FastAPI Microservice
1:18:00 Using Text blob NLP service to parse phrases
1:29:00 Debugging broken code
1:34:00 Building container
1:54:00 Setup AWS Code Build push to ECR (Elastic Container Registry)
2:02:00 Setup AWS Code Build to ECR to AWS App Runner Continuous Delivery

View the code on Github here: https://github.com/noahgift/python-for-devops-april-2022

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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/

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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


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

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