StatQuest – an amazing 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/joshstarmer
NLP Playlist: https://www.youtube.com/watch?v=viZrOnJclY0&list=PLkyja1QUaq_AcGq4tsvHFEkZjVlk7ldCz