├── .gitignore ├── .ipynb_checkpoints └── Convolution_Op-checkpoint.ipynb ├── Class1 └── June_ML_Intro.pptx.pdf ├── Class10 ├── .ipynb_checkpoints │ └── PCA-checkpoint.ipynb └── PCA.ipynb ├── Class11 ├── .ipynb_checkpoints │ └── Linear_Regression-checkpoint.ipynb └── Linear_Regression.ipynb ├── Class12 ├── .ipynb_checkpoints │ └── Logistic_Regression-checkpoint.ipynb └── Logistic_Regression.ipynb ├── Class13 ├── .ipynb_checkpoints │ ├── Intro_to_NN-checkpoint.ipynb │ └── Non_Linear_Decision_Boundary-checkpoint.ipynb ├── Intro_to_NN.ipynb └── Non_Linear_Decision_Boundary.ipynb ├── Class15 ├── .ipynb_checkpoints │ ├── Classification_on_MNIST-checkpoint.ipynb │ └── Simple_Autoencoder-checkpoint.ipynb ├── Autoencoder_Sequential.ipynb ├── Classification_on_MNIST.ipynb └── Simple_Autoencoder.ipynb ├── Class16 ├── .ipynb_checkpoints │ ├── Conv_Op-checkpoint.ipynb │ └── Convolution_Networks-checkpoint.ipynb ├── Conv_Op.ipynb ├── Convolution_Networks.ipynb └── img.jpg ├── Class17 ├── Transfer_Learning.ipynb └── convolutional_network_tutorial.ipynb ├── Class18 ├── .ipynb_checkpoints │ ├── Markov_Chain-Text_Gen-checkpoint.ipynb │ └── Markov_Chains_text-generation-checkpoint.ipynb ├── Markov_Chains_text-generation.ipynb └── input.txt ├── Class19 ├── .ipynb_checkpoints │ └── LSTM_SentimentAnalysis-checkpoint.ipynb └── LSTM_Sentiment-Analysis.ipynb ├── Class2 ├── .ipynb_checkpoints │ ├── Intro_to_Python-checkpoint.ipynb │ ├── Libraries-checkpoint.ipynb │ └── Statistical_Computation-checkpoint.ipynb ├── Intro_to_Python.ipynb ├── Libraries.ipynb ├── Statistical_Computation.ipynb └── movie_metadata.csv ├── Class21 ├── .ipynb_checkpoints │ ├── Add_Boundary-checkpoint.ipynb │ └── Working_with_Segmentation_Masks-checkpoint.ipynb ├── Add_Boundary.ipynb ├── Working_with_Segmentation_Masks.ipynb ├── images │ ├── anf_64540_01_model1.jpg │ ├── anf_64540_01_model1_Mask_front_inspect.png │ ├── anf_65268_01_model1.jpg │ └── anf_65268_01_model1_Mask_front.png └── mask_wo_index │ ├── anf_64540_01_model1_Mask_front_inspect.png │ └── anf_65268_01_model1_Mask_front.png ├── Class3 ├── .ipynb_checkpoints │ ├── Doubts_and_Discussions-checkpoint.ipynb │ └── K_Nearest_Neighbors-checkpoint.ipynb ├── Doubts_and_Discussions.ipynb └── K_Nearest_Neighbors.ipynb ├── Class4 ├── .ipynb_checkpoints │ ├── Assignment-Color_Extraction-checkpoint.ipynb │ ├── Doubts-checkpoint.ipynb │ └── KMeans_Clustering-checkpoint.ipynb ├── Assignment-Color_Extraction.ipynb ├── Doubts.ipynb ├── KMeans_Clustering.ipynb └── im.jpg ├── Class5 ├── .ipynb_checkpoints │ └── Doubts-checkpoint.ipynb └── Doubts.ipynb ├── Class6 ├── .ipynb_checkpoints │ ├── Doubts_and_Discussions-checkpoint.ipynb │ ├── Untitled-checkpoint.ipynb │ └── Web_Scraping_to_CSV-checkpoint.ipynb ├── Doubts_and_Discussions.ipynb ├── Web_Scraping_to_CSV.ipynb └── imdb.csv ├── Class7 ├── .ipynb_checkpoints │ └── Decision_Tree_and_RF-checkpoint.ipynb ├── DT_Dataset.png ├── Decision_Tree_and_RF.ipynb └── titanic.csv ├── Class8 ├── 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