├── .gitignore ├── 1. Machine Learning ├── 1. Introduction │ ├── .ipynb_checkpoints │ │ └── Introduction-checkpoint.ipynb │ └── Introduction.ipynb ├── 2. Supervised │ ├── Classification │ │ ├── .ipynb_checkpoints │ │ │ └── 1. Classification Introduction-checkpoint.ipynb │ │ └── 1. Classification Introduction.ipynb │ └── Regression │ │ ├── .ipynb_checkpoints │ │ ├── 1. Linear Regression-checkpoint.ipynb │ │ └── 2. Polynomial Regression-checkpoint.ipynb │ │ ├── 1. Linear Regression.ipynb │ │ └── 2. Polynomial Regression.ipynb ├── 3. Unsupervised │ └── Clustering │ │ ├── .ipynb_checkpoints │ │ └── Clustering-checkpoint.ipynb │ │ ├── Clustering.ipynb │ │ └── More Clustering.ipynb └── 4. Preprocessing Techniques │ ├── 0. Need For Preprocessing.ipynb │ ├── 1. Normalization.ipynb │ ├── 2. Encoding.ipynb │ └── 3. Principal Component Analysis.ipynb ├── 2. Neural Networks ├── 1. Introduction.ipynb └── 2. Training a Neural Network.ipynb ├── 3. Applications └── MNIST │ └── 1. 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