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- .gitignore 3 additions, 0 deletions.gitignore
- 00_numpy_pandas_matplotlib_intro.html 16301 additions, 0 deletions00_numpy_pandas_matplotlib_intro.html
- 00_numpy_pandas_matplotlib_intro.ipynb 320 additions, 1011 deletions00_numpy_pandas_matplotlib_intro.ipynb
- 01_introduction.ipynb 101 additions, 203 deletions01_introduction.ipynb
- 02_classification.ipynb 231 additions, 60 deletions02_classification.ipynb
- 03_overfitting_and_cross_validation.ipynb 760 additions, 247 deletions03_overfitting_and_cross_validation.ipynb
- 04_measuring_quality_of_a_classifier.ipynb 39 additions, 13 deletions04_measuring_quality_of_a_classifier.ipynb
- 05_preprocessing_pipelines_and_hyperparameter_optimization.ipynb 403 additions, 44 deletions...rocessing_pipelines_and_hyperparameter_optimization.ipynb
- 06_classifiers_overview.ipynb 3 additions, 3 deletions06_classifiers_overview.ipynb
- 07_regression.ipynb 596 additions, 278 deletions07_regression.ipynb
- 08_neural_networks.ipynb 18 additions, 12 deletions08_neural_networks.ipynb
- course_layout.md 3 additions, 3 deletionscourse_layout.md
- create_course_scripts_zip.sh 25 additions, 0 deletionscreate_course_scripts_zip.sh
- data/example.csv 1 addition, 1 deletiondata/example.csv
- data/sales.csv 201 additions, 0 deletionsdata/sales.csv
- data/salmon.csv 100 additions, 100 deletionsdata/salmon.csv
- data/spiral.csv 401 additions, 0 deletionsdata/spiral.csv
- data/xor.csv 500 additions, 500 deletionsdata/xor.csv
- extra_notebooks/create_datasets.py.ipynb 285 additions, 104 deletionsextra_notebooks/create_datasets.py.ipynb
- mlw_packages.yml 3 additions, 2 deletionsmlw_packages.yml
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