This is the very beginning and almost a surface level of machine learning, nonetheless very informative and a good starting point, as the chapter go on, it will get more in-depth.

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Basic of Data Handling, Linear Regression and Multiple Linear Regression - chapter 1 - 2

Polynomial Regression

SVR - Support Vector Regression Basic

Decision Tree Regression

Some general info