Functions from zero

Channel:
United States Pragmatic AI Labs
Subscribers:
17,700
Published on ● Video Link: https://www.youtube.com/watch?v=KOAdCqpQSI4


Duration: 2:18:34
255 views
9

Learn to build a project from zero, test it with Github Actions.
Next, build both Click and Fire Command-Line Tools.
Finally, containerize a Fast API Wikipedia Scraper and deploy to AWS App Runner.

Github repo here: https://github.com/noahgift/functions-from-zero

00:00 Intro
03:00 Statements in Python using Colab
10:00 List and Dictionaries Python
21:00 Using Github Codespaces to build project
38:00 Setup Github Actions
44:00 Python Functions
1:03:00 Build Wikipedia bot
1:12:00 Build Click Command-Line Tool Interface Wikipedia Bot
1:38:15 Build Python Fire Command-Line Tool
1:42:21 Build FastAPI Wikipedia Bot
1:56:00 Containerize FastAPI Wikipedia Bot with Docker
2:07:08 Deploy AWS App Runner FastAPI Wikipedia Bot with Docker


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

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

View content on noahgift.com: https://noahgift.com/

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