Linear Regression comments and practice:
* Self-practice: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/girafe-ai/ml-course/blob/22f_basic/week0_02_linear_reg/week0_02_linear_regression_and_sgd.ipynb)

* Completed: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/girafe-ai/ml-course/blob/22f_basic/week0_02_linear_reg/week0_02_linear_regression_and_sgd__completed.ipynb)

Extra materials on data preprocessing:
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/girafe-ai/ml-course/blob/22f_basic/week0_02_linear_reg/week02_extra_data_preprocessing_example_full.ipynb)

Extra materials on linear regression probabilistic model
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/girafe-ai/ml-course/blob/22f_basic/week0_02_linear_reg/week02_extra_probabilistic_approach_and_multicollinearity.ipynb)
