# StatQuest – an amazing YouTube Channel! Date: 2024-02-21 Tags: YouTube Channel If you are looking for amazing, conceptual videos on Machine Learning, check out **StatQuest**! Unlike other channels, StatQuest assumes that you have no math experience! Every calculation is **intuitively explained**, and yet no method is simply abstracted from/obscured. I have used StatQuest for a lot of my ML Club lessons – and you should definitely watch those videos too! I particularly loved his Natural Language Processing unit and his videos on Principal Component Analysis (PCA) and t-SNE, as I found these topics especially complicated (and other resources didn’t really explain them that simply). I have included the specific videos and the channel link below. **YouTube channel:[ ](< https://www.youtube.com/c/joshstarme>)** **NLP Playlist: [https://www.youtube.com/watch?v=viZrOnJclY0&list=PLkyja1QUaq\_AcGq4tsvHFEkZjVlk7ldCz](https://www.youtube.com/watch?v=viZrOnJclY0&list=PLkyja1QUaq_AcGq4tsvHFEkZjVlk7ldCz)** **PCA**: [**https://www.youtube.com/watch?v=FgakZw6K1QQ**](https://www.youtube.com/watch?v=FgakZw6K1QQ) **t-SNE: **