Python Full Course ???

This 12-hour course by Bro Code covers the foundation of Python programming for beginners.

https://www.youtube.com/watch?v=ix9cRaBkVe0

My weekly newsletter is back after the holiday break ??

This week's agenda:
✅ Open Source of the Week - the ebook2audiobook and Latexify projects
✅ New learning resources - a guide for setting up a new machine, 10 Python concepts, introduction to tables in R with reactable, Airflow for Beginners, Ollama + Postgres, Fine-Tuning LLMs for RAG, Introduction to Latexify
✅ Book of the week - An Introduction to Statistical Learning

Please share this if you find it useful!

https://www.linkedin.com/pulse/introduction-statistical-learning-new-python-fine-tuning-rami-krispin-mdp3c

Setting up Ruff and Pytest within a FastAPI with UV ??

The following short tutorial demonstrates how to manage libraries within a Python project using UV.

https://www.youtube.com/watch?v=ph_XLky5pRs

Python Magic Methods ??

The following tutorial explains a core concept of Python - magic methods (or dunder) in Python and demonstrates how to use them.

https://www.youtube.com/watch?v=qqp6QN20CpE

Here is a great summary of the Python ? Poetry core functionality by Eric Roby. Poetry is Python packaging and dependency management equivalent to conda but a completely open-source project under an MIT license ?.

?️: https://www.youtube.com/watch?v=nrm8Lre-x_8

Fine-Tuning Large Language Models ?

I posted a few weeks ago about Oren Sultan's tutorial about fine-tuning LLMs. Here is the second part of the tutorial, which focuses on real-life examples of fine-tuning LLM using video editing with Lightrick - a framework for processing and editing photos and videos with GenAI ?.

?️: https://www.youtube.com/watch?v=8Z1T6YShwMY

This example is based on the following paper ?:
https://arxiv.org/pdf/2410.02952

Getting started with Streamlit ?

Here is a new Streamli crash course by Tim (from Tech with Tim). Streamlit is a Python ? library that enables you to set up interactive dashboards ?. The course required basic Python knowledge.

?️: https://www.youtube.com/watch?v=o8p7uQCGD0U

Happy Tuesday, edition 8 is out! ☀️

This week's agenda:
✅ Open Source of the Week - the NumPyro project
✅ New learning resources - Probability and stats courses, learn calculus with data visualizations, prompt engineering tutorials
✅ Book the week - Tidy Finance with R/Python

https://www.linkedin.com/pulse/probability-statistics-courses-numpyro-project-tidy-finance-krispin-lcs4c/