├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── documentation-improvement.md │ ├── feature-request.md │ ├── improvement.md │ ├── new-exercise.md │ └── submit-question.md ├── pull_request_template.md └── workflows │ └── lint.yml ├── .gitignore ├── 000 ├── exercise │ └── readme.md └── solution │ ├── hello_world.py │ └── readme.md ├── 001 ├── data │ ├── test.csv │ └── train.csv ├── exercise │ ├── readme.md │ └── starter-notebook.ipynb └── solution │ ├── README.md │ ├── prediction.csv │ ├── prediction_pt.csv │ ├── submission.csv │ ├── titanic_classical.ipynb │ ├── titanic_pt_nn.ipynb │ └── titanic_tf_nn.ipynb ├── 002 ├── data │ └── housing_prices.csv ├── exercise │ ├── linear_regression.ipynb │ └── readme.md └── solution │ ├── linear_regression.ipynb │ └── readme.md ├── 003 ├── exercise │ └── readme.md └── solution │ ├── README.md │ ├── digit_recog_nn.ipynb │ ├── images │ ├── ANN.jpg │ └── cnn-procedure.png │ ├── test_cnn.h5 │ └── test_nn.h5 ├── 004 ├── data │ └── AM.txt ├── exercise │ └── readme.md └── solution │ ├── readme.md │ └── text_generation_model.ipynb ├── 005 ├── data │ ├── books_small.json │ └── books_small_10000.json ├── exercise │ └── readme.md └── solution │ ├── readme.md │ └── sentiment_analysis.ipynb ├── 006 ├── data │ ├── breast_cancer_diagnosis.csv │ └── readme.md ├── exercise │ └── readme.md └── solution │ ├── ensemble_techniques.ipynb │ └── readme.md ├── 007 ├── data │ ├── employee_attrition.csv │ └── readme.md ├── exercise │ └── readme.md └── solution │ └── readme.md ├── 008 ├── exercise │ ├── NaiveBayes - exercise starter.ipynb │ └── README.md └── solution │ └── NaiveBayes Solution.ipynb ├── 009 ├── data │ ├── test.csv │ └── train.csv ├── exercise │ └── readme.md └── solution │ ├── insurance_cross_sell.ipynb │ └── readme.md ├── 010 ├── exercise │ ├── knn_starter_exercise.ipynb │ └── readme.md └── solution │ ├── knn_from_scratch.ipynb │ ├── knn_using_sklearn.ipynb │ └── readme.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── Resources ├── Numpy │ └── NumPy Tutorial.ipynb └── Pandas │ ├── Pandas Tutorial.ipynb │ ├── pokemon_data.csv │ ├── pokemon_data.txt │ ├── pokemon_data.xlsx │ ├── ufo-sightings.csv │ └── user.txt └── __init__.py /.github/ISSUE_TEMPLATE/bug-report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gimseng/99-ML-Learning-Projects/HEAD/.github/ISSUE_TEMPLATE/bug-report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/documentation-improvement.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gimseng/99-ML-Learning-Projects/HEAD/.github/ISSUE_TEMPLATE/documentation-improvement.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature-request.md: 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