├── .gitignore ├── 1-Introduction ├── data.csv ├── lego-mike.jpg └── notebook.ipynb ├── 2-Data-Sources ├── 1-notebook-california-follow-along.ipynb ├── 1-notebook-california.ipynb ├── 2-notebook-NIST-Digits-follow-along.ipynb ├── 2-notebook-NIST-Digits.ipynb ├── 3-notebook-generate-regression-follow-along.ipynb ├── 3-notebook-generate-regression.ipynb ├── 4-notebook-aws-s3-follow-along.ipynb ├── 4-notebook-aws-s3.ipynb ├── california.jpg ├── cloud.png ├── data_screen.png └── pen_in_hand.png ├── 3-Feature-Encoding ├── butterfly.png ├── customers.csv └── notepad.ipynb ├── 4-Imputation ├── data.csv ├── jigsaw.png └── notebook.ipynb ├── 5-Algorithms ├── a-Logistic-Regression │ ├── binary.png │ └── notebook.ipynb ├── b-Linear-Regression-SGD │ ├── linear.png │ └── notebook.ipynb ├── c-Support-Vector-Machines │ ├── another-machine.png │ ├── machine.png │ ├── notepad-1.ipynb │ └── notepad-2.ipynb ├── d-Decision-Trees-Random-Forest │ ├── notebook.ipynb │ └── tree-image.png ├── e-K-Means-Clustering │ ├── clusters.png │ └── notebook.ipynb ├── f-K-Nearest-Neighbours │ ├── clusters.png │ └── notebook.ipynb ├── g-Latent-Dirichlet-Allocation │ ├── corpus.txt │ ├── letters.png │ └── notebook.ipynb ├── h-Principle-Component-Analysis │ ├── camera.png │ └── notebook.ipynb ├── i-Neural-Network │ ├── mnist-network.png │ ├── network.png │ ├── notebook_super_simple.ipynb │ └── notepad_mnist.ipynb ├── j-Convolutional-Neural-Network │ ├── images_48.npy │ ├── labels_48.npy │ ├── lens.png │ ├── lg_3002.jpg │ ├── lg_3004.jpg │ ├── lg_3622.jpg │ └── notebook.ipynb ├── k-Recurrent-Neural-Networks │ ├── data.csv │ ├── notebook.ipynb │ └── stocks.png └── l-Word2Vec │ ├── corpus.txt │ ├── notebook.ipynb │ └── words.png ├── 8-SageMaker ├── Getting-Started-Image-Classification │ ├── SageMaker-Inference-Test.ipynb │ ├── SageMaker-SDK-Image-Classification.ipynb │ ├── output.txt │ └── test-images │ │ ├── car.jpg │ │ ├── plane.jpg │ │ └── ship.jpg ├── SageMaker-Algorithms │ ├── 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