Probability and Statistics

tell me how much learning probability and statistics is necessary for data science machine learnung

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Not much to get started, just the basics of statistical distributions and simple probability.


So it depends a bit on your exact area, but in addition to the previous feedback I would also add the following fundamental concepts to be relevant:

That being said: I like to concept of learning by doing and practicing the learned knowledge with real world examples;

Did you check out this specialization? Machine Learning Specialization - DeepLearning.AI

Many of the fundamental concepts are covered in this specialization.

Best regards