Files

homeworks
week0_00_linear_algebra_recap
week0_01_naive_bayes
week0_02_linear_reg
- README.md
- lect002_linear_regression.pdf
- utils_02.py
- week02_extra_data_preprocessing_example_full.ipynb
- week02_extra_probabilistic_approach_and_multicollinearity.ipynb
- week0_02_linear_regression_and_sgd.ipynb
- week0_02_linear_regression_and_sgd__completed.ipynb
week0_03_linear_classification
week0_04_svm_and_pca
week0_05_trees_and_ensembles
week0_06_boosting
week0_07_intro_to_DL
week0_08_dropout_batchnorm
week0_09_embeddings_and_seq2seq
week0_10_cnn
week0_11_unsupervised
.gitignore
.pre-commit-config.yaml
LICENSE
README.md
approximate_program.pdf
extra_materials.md
poetry.lock
prerequisites.md
pyproject.toml
setup.cfg

week0_02_linear_reg

added week02 materials and first assignment

Sep 19, 2022

b26fb8c · Sep 19, 2022

Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md	added week02 materials and first assignment	Sep 19, 2022
lect002_linear_regression.pdf		lect002_linear_regression.pdf	added week02 materials and first assignment	Sep 19, 2022
utils_02.py		utils_02.py	added week02 materials and first assignment	Sep 19, 2022
week02_extra_data_preprocessing_example_full.ipynb		week02_extra_data_preprocessing_example_full.ipynb	added week02 materials and first assignment	Sep 19, 2022
week02_extra_probabilistic_approach_and_multicollinearity.ipynb		week02_extra_probabilistic_approach_and_multicollinearity.ipynb	added week02 materials and first assignment	Sep 19, 2022
week0_02_linear_regression_and_sgd.ipynb		week0_02_linear_regression_and_sgd.ipynb	added week02 materials and first assignment	Sep 19, 2022
week0_02_linear_regression_and_sgd__completed.ipynb		week0_02_linear_regression_and_sgd__completed.ipynb	added week02 materials and first assignment	Sep 19, 2022

README.md

Linear Regression comments and practice:

Self-practice:
Completed:

Extra materials on data preprocessing:

Extra materials on linear regression probabilistic model