├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── translations-checklist.md ├── PULL_REQUEST_TEMPLATE │ └── translation_checklist.md └── workflows │ └── azure-static-web-apps-white-water-09ec41f0f.yml ├── .gitignore ├── .nojekyll ├── 1-Introduction ├── 1-intro-to-ML │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── ai-ml-ds.png │ │ └── hype.png │ └── translations │ │ ├── README.es.md │ │ ├── README.fr.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── README.zh-cn.md │ │ ├── assignment.es.md │ │ ├── assignment.fr.md │ │ ├── assignment.id.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ ├── assignment.tr.md │ │ └── assignment.zh-cn.md ├── 2-history-of-ML │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── eliza.png │ │ └── shakey.jpg │ └── translations │ │ ├── README.es.md │ │ ├── README.fr.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── README.zh-cn.md │ │ ├── assignment.fr.md │ │ ├── assignment.id.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ ├── assignment.tr.md │ │ └── assignment.zh-cn.md ├── 3-fairness │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── ceos.png │ │ ├── fairness.png │ │ ├── gender-bias-translate-en-tr.png │ │ └── gender-bias-translate-tr-en.png │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.es.md │ │ ├── assignment.id.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── 4-techniques-of-ML │ ├── README.md │ ├── assignment.md │ ├── images │ │ └── overfitting.png │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.id.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── README.md ├── images │ └── globe.jpg └── translations │ ├── README.es.md │ ├── README.fr.md │ ├── README.id.md │ ├── README.it.md │ ├── README.ja.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── 2-Regression ├── 1-Tools │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── encouRage.jpg │ │ ├── notebook.png │ │ └── scatterplot.png │ ├── notebook.ipynb │ ├── solution │ │ ├── lesson_1-R.ipynb │ │ ├── lesson_1.Rmd │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.es.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── 2-Data │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── barchart.png │ │ ├── data-visualization.png │ │ ├── dplyr_wrangling.png │ │ ├── scatterplot.png │ │ └── unruly_data.jpg │ ├── notebook.ipynb │ ├── solution │ │ ├── lesson_2-R.ipynb │ │ ├── lesson_2.Rmd │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── 3-Linear │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── calculation.png │ │ ├── heatmap.png │ │ ├── janitor.jpg │ │ ├── linear-polynomial.png │ │ ├── linear.png │ │ ├── polynomial.png │ │ ├── recipes.png │ │ └── slope.png │ ├── notebook.ipynb │ ├── solution │ │ ├── Notebook_Julia_Editing_Linear_Regression.ipynb │ │ ├── lesson_3-R.ipynb │ │ ├── lesson_3.Rmd │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── 4-Logistic │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── ROC.png │ │ ├── confusion-matrix.png │ │ ├── grid.png │ │ ├── logistic-linear.png │ │ ├── logistic.png │ │ ├── multinomial-ordinal.png │ │ ├── pumpkin-classifier.png │ │ ├── r_learners_sm.jpeg │ │ ├── sigmoid.png │ │ ├── swarm.png │ │ └── violin.png │ ├── notebook.ipynb │ ├── solution │ │ ├── lesson_4-R.ipynb │ │ ├── lesson_4.Rmd │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.id.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── README.md ├── data │ └── US-pumpkins.csv ├── images │ └── jack-o-lanterns.jpg └── translations │ ├── README.es.md │ ├── README.fr.md │ ├── README.id.md │ ├── README.it.md │ ├── README.ja.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── 3-Web-App ├── 1-Web-App │ ├── README.md │ ├── assignment.md │ ├── data │ │ └── ufos.csv │ ├── images │ │ └── lobe.png │ ├── notebook.ipynb │ ├── solution │ │ ├── notebook.ipynb │ │ ├── ufo-model.pkl │ │ └── web-app │ │ │ ├── app.py │ │ │ ├── requirements.txt │ │ │ ├── static │ │ │ └── css │ │ │ │ └── styles.css │ │ │ └── templates │ │ │ └── index.html │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ja.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ ├── assignment.ja.md │ │ └── assignment.zh-cn.md ├── README.md ├── images │ └── ufo.jpg └── translations │ ├── README.es.md │ ├── README.it.md │ ├── README.ja.md │ ├── README.ko.md │ └── README.ru.md ├── 4-Classification ├── 1-Introduction │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── binary-multiclass.png │ │ ├── chinese.png │ │ ├── cuisine-dist.png │ │ ├── dplyr_filter.jpg │ │ ├── indian.png │ │ ├── japanese.png │ │ ├── korean.png │ │ ├── pinch.png │ │ ├── r_learners_sm.jpeg │ │ ├── recipes.png │ │ └── thai.png │ ├── notebook.ipynb │ ├── solution │ │ ├── lesson_10-R.ipynb │ │ ├── lesson_10.Rmd │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ └── assignment.tr.md ├── 2-Classifiers-1 │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── cheatsheet.png │ │ ├── comparison.png │ │ └── solvers.png │ ├── notebook.ipynb │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ └── assignment.tr.md ├── 3-Classifiers-2 │ ├── README.md │ ├── assignment.md │ ├── images │ │ └── map.png │ ├── notebook.ipynb │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── assignment.it.md │ │ └── assignment.tr.md ├── 4-Applied │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── netron.png │ │ └── web-app.png │ ├── notebook.ipynb │ ├── solution │ │ ├── index.html │ │ ├── model.onnx │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.tr.md │ │ ├── assignment.it.md │ │ └── assignment.tr.md ├── README.md ├── data │ ├── cleaned_cuisines.csv │ ├── cleaned_cuisines_R.csv │ ├── cuisines.csv │ └── ingredient_indexes.csv ├── images │ └── thai-food.jpg └── translations │ ├── README.es.md │ ├── README.it.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.tr.md ├── 5-Clustering ├── 1-Visualize │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── all-genres.png │ │ ├── centroid.png │ │ ├── correlation.png │ │ ├── distribution.png │ │ ├── facetgrid.png │ │ ├── flat-nonflat.png │ │ ├── hierarchical.png │ │ └── popular.png │ ├── notebook.ipynb │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ └── assignment.zh-cn.md ├── 2-K-Means │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── boxplots.png │ │ ├── clusters.png │ │ ├── elbow.png │ │ ├── problems.png │ │ └── voronoi.png │ ├── notebook.ipynb │ ├── solution │ │ ├── notebook.ipynb │ │ └── tester.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ ├── assignment.it.md │ │ └── assignment.zh-cn.md ├── README.md ├── data │ └── nigerian-songs.csv ├── images │ └── turntable.jpg └── translations │ ├── README.es.md │ ├── README.it.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── 6-NLP ├── 1-Introduction-to-NLP │ ├── README.md │ ├── assignment.md │ ├── images │ │ └── comprehension.png │ ├── solution │ │ └── bot.py │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ ├── README.zh-cn.md │ │ └── assignment.it.md ├── 2-Tasks │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── embedding.png │ │ ├── n-grams.gif │ │ ├── parse.png │ │ └── tokenization.png │ ├── solution │ │ └── bot.py │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md ├── 3-Translation-Sentiment │ ├── README.md │ ├── assignment.md │ ├── images │ │ └── monnaie.png │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md ├── 4-Hotel-Reviews-1 │ ├── README.md │ ├── assignment.md │ ├── notebook.ipynb │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md ├── 5-Hotel-Reviews-2 │ ├── README.md │ ├── assignment.md │ ├── notebook.ipynb │ ├── solution │ │ ├── 1-notebook.ipynb │ │ ├── 2-notebook.ipynb │ │ └── 3-notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md ├── README.md ├── data │ └── README.md ├── images │ └── p&p.jpg └── translations │ ├── README.es.md │ ├── README.it.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── 7-TimeSeries ├── 1-Introduction │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── currency.png │ │ ├── energy-plot.png │ │ ├── july-2014.png │ │ └── scaled.png │ ├── solution │ │ ├── common │ │ │ ├── __init__.py │ │ │ ├── environment.yaml │ │ │ ├── extract_data.py │ │ │ └── utils.py │ │ ├── data │ │ │ └── energy.csv │ │ └── notebook.ipynb │ ├── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md │ └── working │ │ ├── common │ │ ├── __init__.py │ │ ├── environment.yaml │ │ ├── extract_data.py │ │ └── utils.py │ │ ├── data │ │ └── energy.csv │ │ └── notebook.ipynb ├── 2-ARIMA │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── accuracy.png │ │ ├── mape.png │ │ ├── original.png │ │ ├── scaled.png │ │ └── train-test.png │ ├── solution │ │ ├── common │ │ │ ├── __init__.py │ │ │ ├── environment.yaml │ │ │ ├── extract_data.py │ │ │ └── utils.py │ │ ├── data │ │ │ └── energy.csv │ │ └── notebook.ipynb │ ├── translations │ │ ├── README.es.md │ │ ├── README.it.md │ │ ├── README.ko.md │ │ └── assignment.it.md │ └── working │ │ ├── common │ │ ├── __init__.py │ │ ├── environment.yaml │ │ ├── extract_data.py │ │ └── utils.py │ │ ├── data │ │ └── energy.csv │ │ └── notebook.ipynb ├── README.md ├── images │ └── electric-grid.jpg └── translations │ ├── README.es.md │ ├── README.it.md │ ├── README.ko.md │ └── README.ru.md ├── 8-Reinforcement ├── 1-QLearning │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── apple.png │ │ ├── bellmaneq.gif │ │ ├── env_init.png │ │ ├── environment.png │ │ ├── human.png │ │ ├── learned.png │ │ ├── lpathlen.png │ │ ├── lpathlen1.png │ │ ├── qwalk.gif │ │ ├── random_walk.gif │ │ └── wolf.png │ ├── notebook.ipynb │ ├── rlboard.py │ ├── solution │ │ ├── assignment-solution.ipynb │ │ ├── notebook.ipynb │ │ └── rlboard.py │ └── translations │ │ ├── README.es.md │ │ └── README.ko.md ├── 2-Gym │ ├── README.md │ ├── assignment.md │ ├── images │ │ ├── cartpole-balance.gif │ │ ├── cartpole-nobalance.gif │ │ ├── cartpole.png │ │ ├── escape.png │ │ ├── mountaincar.png │ │ ├── train_progress_raw.png │ │ └── train_progress_runav.png │ ├── notebook.ipynb │ ├── solution │ │ └── notebook.ipynb │ └── translations │ │ ├── README.es.md │ │ └── README.ko.md ├── README.md ├── images │ └── peter.png └── translations │ ├── README.es.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── 9-Real-World ├── 1-Applications │ ├── README.md │ ├── assignment.md │ └── translations │ │ ├── README.es.md │ │ └── README.ko.md ├── README.md ├── images │ └── chess.jpg └── translations │ ├── README.es.md │ ├── README.ko.md │ ├── README.ru.md │ └── README.zh-cn.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── TRANSLATIONS.md ├── docs └── _sidebar.md ├── docsifytopdf.js ├── for-teachers.md ├── index.html ├── ml-for-beginners.png ├── package.json ├── pdf └── readme.pdf ├── quiz-app ├── .gitignore ├── LICENSE ├── README.md ├── babel.config.js ├── 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