machine learning: logistic regression
About the Book
This cheat sheet offers to you the followings:
- a nice introduction to machine learning in general and logistic regression algorithm in particular,
- after that we will show you why we need this algorithm and it's history,
- after this we will going sort of deep with it's theory to ensure your fully understanding this algorithm and how to evaluate it's process,
- after finishing the mathematics part we will show you how to implement this algorithm from scratch and how to use scikit-learn library implementation and
- at last we will build some projects to make sure you get your hand dirty.
After you are going along with this list, i am sure you will get a lot of experience if you are not familiar with this algorithm, and refresh your knowledge if you are expert engineer.
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