├── README.md ├── Setup └── README.md ├── Week-1-Pandas ├── .DS_Store ├── Exercise-Answers.ipynb ├── Exercise.ipynb ├── Lecture.ipynb ├── README.md └── data │ ├── grammys.csv │ ├── listings.csv │ ├── n_listings.csv │ └── prices.csv ├── Week11-AB-Testing ├── Exercise.ipynb ├── Lecture.ipynb ├── README.md ├── ab_data.csv └── tiktok_data.csv ├── Week11-Flask-Web-App ├── Procfile ├── README.md ├── app.py ├── create_model.py ├── models │ ├── image-classifier.pkl │ ├── text-classifier.pkl │ └── vectorizer.pkl ├── requirements.txt ├── static │ ├── confusion_matrix.png │ ├── titanic-1.png │ ├── titanic-2.png │ └── titanic-3.png └── templates │ ├── bootstrap.html │ ├── classify_image.html │ ├── images.html │ ├── index.html │ └── input_values.html ├── Week2-EDA ├── Exercise-EDA.ipynb ├── Lecture-EDA.ipynb ├── README.md └── data │ ├── cars.csv │ └── iris.csv ├── Week3-SQL ├── Exercise-SQL.md ├── Lecture-SQL.md └── README.md ├── Week4-ML-Intro-Classification ├── Exercise-Logistic-Regression.ipynb ├── Lecture-Logistic-Regression.ipynb ├── Project-Ideation-HW.md ├── README.md └── data │ └── titanic.csv ├── Week5-RandomForest ├── Exercise-RandomForests.ipynb ├── Lecture-RandomForests.ipynb ├── README.md ├── data │ ├── ny-vs-sf-houses.csv │ └── titanic.csv └── images │ └── decision-tree.png ├── Week6-Regression ├── README.md ├── Regression-Exercise.ipynb ├── Regression-Lecture.ipynb └── data │ ├── winequality-red.csv │ └── winequality-white.csv ├── Week7-NLP ├── .ipynb_checkpoints │ └── Lecture-Natural-Language-Processing-checkpoint.ipynb ├── Exercise-NLP.ipynb ├── Lecture-Natural-Language-Processing.ipynb ├── README.md └── data │ ├── 20-newsgroups.csv │ └── dem-vs-rep-tweets.csv ├── Week8-Image-Classification ├── Image-Classification-Exercise.ipynb ├── Image-Classification-Lecture.ipynb ├── README.md └── data │ ├── bender-and-baby.jpeg │ ├── digits-small.csv │ └── fashion-small.csv └── Week9-Neural-Networks └── README.md /README.md: 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