├── ApparelRecommendation ├── AppliedAIWorkshop.ipynb ├── AppliedAIWorkshop.pdf ├── image_similarity_cnn.ipynb └── test ├── CNN ├── Copy_of_CNN_MNIST.ipynb └── Copy_of_CNN_MNIST.pdf ├── CNN_Tf ├── CNN_numpy.ipynb ├── CNN_tensorflow .ipynb ├── bird.png ├── home.png ├── output.txt └── output_CNN_Tf.txt ├── Clustering ├── 10 Amazon Fine Food Reviews Analysis_Clustering.ipynb └── 10 Amazon Fine Food Reviews Analysis_Clustering.pdf ├── DecisionTrees ├── 08 Amazon Fine Food Reviews Analysis_Decision Trees.ipynb └── 08 Amazon Fine Food Reviews Analysis_Decision Trees.pdf ├── FacebookFriendRecommendation ├── FB_EDA.ipynb ├── FB_Models.ipynb └── FB_featurization.ipynb ├── HabermansData ├── AAIC_Habermans_Data.ipynb ├── AAIC_Habermans_Data.pdf └── haberman.csv ├── HumanActivityRecognition ├── HAR_EDA.ipynb ├── HAR_LSTM_done.ipynb ├── HAR_LSTM_done.pdf └── HAR_PREDICTION_MODELS.ipynb ├── LSTM ├── LSTM_IMDB.ipynb └── LSTM_IMDB.pdf ├── LSTMDonorsChoose ├── 1_Reference_EDA.ipynb ├── 2_Reference_Preprocessing.ipynb ├── LSTM_Assignment.ipynb ├── LSTM_Assignment.pdf ├── LSTM_Image_1.jpeg └── LSTM_Image_2.jpeg ├── LogisticRegression ├── 05 Amazon Fine Food Reviews Analysis_Logistic Regression.ipynb ├── 05 Amazon Fine Food Reviews Analysis_Logistic Regression.pdf ├── confusion_matrix.png ├── summary.JPG ├── train_cv_auc.JPG └── train_test_auc.JPG ├── MultiLayerPerceptrons ├── Assignment12_MLPArchitectures.ipynb ├── Assignment12_MLPArchitectures.pdf ├── Keras_Mnist.ipynb ├── MLP_Tensorflow_drive.ipynb ├── MLP_architectures_for_MNIST_dataset__(1).ipynb └── Tensorflow_Softmax_Classifier.ipynb ├── NYCTaxiDemandPrediction ├── NYC_Final.html ├── NYC_Final.ipynb ├── NYC_Final.pdf ├── New_york.gif ├── cluster_centers.JPG ├── cluster_regions.JPG ├── dropoff_outliers.JPG ├── install_folium.JPG ├── install_graphviz.JPG ├── install_mpld3.JPG ├── install_xgboost.JPG └── mydask.png ├── NaiveBayes ├── 04 Amazon Fine Food Reviews Analysis_NaiveBayes.ipynb ├── 04 Amazon Fine Food Reviews Analysis_NaiveBayes.pdf ├── confusion_matrix.png ├── summary.JPG ├── train_cv_auc.JPG └── train_test_auc.JPG ├── NetflixMovieRecommendation ├── Netflix_Movie.ipynb └── Netflix_Movie.pdf ├── PersonalisedCancerDiagnosis ├── PersonalizedCancerDiagnosis.ipynb └── PersonalizedCancerDiagnosis.pdf ├── QuoraQuestionSimilarity ├── 1.Quora.ipynb ├── 2.Quora_Preprocessing.ipynb ├── Copy of 3.Q_Mean_W2V.ipynb ├── Copy of 4.ML_models.ipynb ├── krprince16@gmail.com_22.ipynb └── krprince16@gmail.com_22.pdf ├── RandomForestClassifier ├── 09 Amazon Fine Food Reviews Analysis_RF.ipynb └── 09 Amazon Fine Food Reviews Analysis_RF.pdf ├── SGD_Assignment ├── 06 Implement SGD.ipynb └── 06 Implement SGD.pdf ├── SQLAssignment ├── Assignment22_SQL.ipynb ├── Db-IMDB.db ├── db_schema.jpeg └── sql_question.pdf ├── SVMs ├── 07_Amazon_Fine_Food_Reviews_Analysis_Support_Vector_Machines.ipynb ├── 07_Amazon_Fine_Food_Reviews_Analysis_Support_Vector_Machines.pdf ├── confusion_matrix.png ├── summary.JPG ├── 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