DataScienceMaster

Welcome to my collection of Jupyter notebooks for learning Data Science.

1. Linear Regression

1.1 UniVariate Linear Regression - simple regression on single variables for prediction on a small dataset

1.2 MultiVariate Linear Regression - same dataset, but using multi variables for prediction

1.3 Linear Regression on simple data - even simpler dataset for deep understanding

2. Linear Regression

2.1 UniVariate Linear Regression - logistic regression on multiple variables for prediction on a small dataset

2.2 MultiVariate Linear Regression - same data, slighlty adjusted algorithm to regularization