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mml-book / mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"
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Exercises for ml chapters #488

Open andreitsev opened 4 years ago

andreitsev commented 4 years ago

The book is great, but it would be even better if there were also exercises for machine learning chapters (such as linear regression, PCA, SVM and so on). Espesially practical problems would be appreciated. Such as, given some small dataset example, perform PCA on such a dataset... Something in that manner.

mpd37 commented 4 years ago

We have jupyter notebook tutorial for the applied chapters. Is this what you were looking for?

andreitsev commented 4 years ago

Not quite, I was looking for problems, more like in classical subjects, such as calculus and others. For example: given a dataset (1, 1, 3), (-1, 2, 2), ... perform PCA on such a dataset. Key point is, problems should be such, that they should be done by hands, without need to use a computer

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вторник, 3 марта 2020 г., 11:09 +0300 от notifications@github.com notifications@github.com:

We have jupyter notebook tutorial for the applied chapters. Is this what you were looking for? — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub , or unsubscribe .

mpd37 commented 4 years ago

I see. We decided not to do add exercises like this. For linear regression or PCA this would have been possible, but not for GMMs or SVMs.