The youtube user mathematicalmonk has uploaded videos on various topics, most of which concerning machine learning, all of which are combined in this playlist. In his videos mathematicalmonk starts from the very basics of machine learning and advances to more sophisticated methods later on. He takes his time explaining the content in a very understandable manner and does not go too much into detail when it comes to math. Altogether his videos I recommend his videos for anyone who is interested in machine learning, starting to study machine learning, needs to refresh stuff learned a while ago or wants to get a general overview on this wide topic. Based on the videos you can always go more into detail on whatever machine learning topic you like.
Once again, the link to his channel.
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