├── .gitignore ├── .ipynb_checkpoints ├── Advanced Validation-checkpoint.ipynb ├── Boston - 1776-checkpoint.ipynb ├── Clustering Homework-checkpoint.ipynb ├── Diabetic_Data_EDA-checkpoint.ipynb ├── Exploring Data with Python-checkpoint.ipynb ├── Getting Around 1-checkpoint.ipynb ├── Graph Basics-checkpoint.ipynb ├── Kmeans_Clustering_Lecture-checkpoint.ipynb ├── LSA Text-checkpoint.ipynb ├── Linear Regression Learner-checkpoint.ipynb ├── Medline Graph Part 1-checkpoint.ipynb ├── Medline Graph Part 2-checkpoint.ipynb ├── Missing Data-checkpoint.ipynb ├── PyMC-checkpoint.ipynb ├── Random_Forests_==_Awesome-checkpoint.ipynb ├── TFIDF-checkpoint.ipynb ├── Untitled-checkpoint.ipynb ├── Untitled1-checkpoint.ipynb ├── Week6HomeWork-checkpoint.ipynb ├── Week8HW-checkpoint.ipynb ├── Week8_Sentiment_Analysis-checkpoint.ipynb ├── boston_assignment-checkpoint.ipynb ├── clean_forum_posts-checkpoint.ipynb ├── cluster text-checkpoint.ipynb ├── network_analysis_homework-checkpoint.ipynb ├── productionize_model_w_flask-checkpoint.ipynb ├── recommender_homework-checkpoint.ipynb ├── recommender_lecture-checkpoint.ipynb └── titanic EDA-checkpoint.ipynb ├── README.md ├── attic ├── PyMC.ipynb ├── clean_forum_posts.ipynb └── cluster text.ipynb ├── data ├── PaulRevereAppD.csv ├── RedditShortDemoSurvey-1-Cleaned.csv ├── SMSSpamCollection ├── UMICH_SI650_Sentiment_Classification.txt ├── bowliards.csv ├── breast_cancer.csv ├── medsamp2015a.xml ├── movies.csv ├── polblogs.gml ├── ratings.csv ├── raw_forum_posts.dat ├── train.csv └── whiskies.txt ├── deepLearning ├── .ipynb_checkpoints │ ├── All_About_Images-checkpoint.ipynb │ ├── All_About_MNIST-checkpoint.ipynb │ ├── MLP-checkpoint.ipynb │ ├── Multinomial_Logistic-checkpoint.ipynb │ └── covnet-checkpoint.ipynb ├── All_About_Images.ipynb ├── All_About_MNIST.ipynb ├── MLP.ipynb ├── MNIST_data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz ├── Multinomial_Logistic.ipynb ├── covnet.ipynb └── luna.jpg ├── module_1 ├── .ipynb_checkpoints │ ├── Exploring Data with Python-checkpoint.ipynb │ ├── Getting Around 1-checkpoint.ipynb │ ├── LSA Text-checkpoint.ipynb │ ├── Missing Data-checkpoint.ipynb │ ├── TFIDF-checkpoint.ipynb │ └── titanic EDA-checkpoint.ipynb ├── Exploring Data with Python.ipynb ├── Getting Around 1.ipynb ├── LSA Text.ipynb ├── Missing Data.ipynb ├── TFIDF.ipynb └── titanic EDA.ipynb ├── module_2 ├── .ipynb_checkpoints │ ├── Advanced Validation-checkpoint.ipynb │ ├── Linear Regression Learner-checkpoint.ipynb │ ├── Random_Forests_==_Awesome-checkpoint.ipynb │ ├── Week6HomeWork-checkpoint.ipynb │ ├── Week6Lecture-checkpoint.ipynb │ ├── Week8HW-checkpoint.ipynb │ ├── Week8_Sentiment_Analysis-checkpoint.ipynb │ └── boston_assignment-checkpoint.ipynb ├── Advanced Validation.ipynb ├── Linear Regression Learner.ipynb ├── Logistic Regression Learner.ipynb ├── Random_Forests_==_Awesome.ipynb ├── Week6Lecture.ipynb ├── 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