Python for DevOps Master Class 2022: CI/CD, Github Actions, Containers and Microservices

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


Duration: 2:37:08
7,756 views
257

Learn to master DevOps with the Python Language

00:00 Intro
02:12 What is DevOps?
05:00 Create Github Repo
18:00 Statements in Python using Colab
30:32 Create Python Scaffold using Github Codespaces
37:00 Create Python Virtualenv and add to ~/.bashrc
40:53 Launch AWS CloudShell and checkout code
42:09 Launch AWS Cloud9
46:00 Freezing packages with pip freeze
55:00 Setup Github Actions
01:14:31 Test code with Github Actions and Pytest
01:23:00 Build CLI with Python and Python Fire
01:25:52 Build Python Lambda Functions
01:40:00 Build AWS Step Functions
01:43:00 Build Python Fire Step Functions
01:57:00 Build Containerized Microservice with FastAPI and AWS App Runner

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

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