tutorials

Why we included this project

Most AI tutorials online leave you staring at a wall of theory with no code to run. This collection from Towards AI pairs each article with runnable Python and Jupyter notebooks, so you can follow along step by step rather than just read. The topics span the field instead of sticking to one toolchain: building neural networks from scratch with the math worked out, NLP and sentiment analysis, collaborative-filtering recommenders, and Monte Carlo simulation. Since the articles themselves live on the Towards AI site, think of the repo as a curated map to tutorials worth studying, not software you would deploy. That makes it a handy companion when you are brushing up on fundamentals or prepping a workshop and need concrete worked examples.