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1. Speech_Recognition_with_Neural_Net Speech_Recognition_with_Neural_Net Public

   This is a repository for an end-to-end Speech Recognition project, which uses a CNN+RNN neural net trained on the LibriSpeech dataset.

   Jupyter Notebook

2. Decision_Tree_Visualization Decision_Tree_Visualization Public

   This is a visualization of a decision tree and its decision boundary.

   Jupyter Notebook

3. Machine_Translation_Encoder_Decoder Machine_Translation_Encoder_Decoder Public

   This is a repository for an end-to-end Machine Translation project, which uses an encoder-decoder neural network trained on a small dataset.

   Jupyter Notebook

4. Handwritten_Digit_Recognition_with_SVM-Ensemble Handwritten_Digit_Recognition_with_SVM-Ensemble Public

   This is a repository for a SVM + ensemble-based classifier which uses data augmentation to provide a highly accurate classification of handwritten digits (from MNIST)

   Jupyter Notebook

5. Handwritten_Digit_Recognition_with_Conv_Net Handwritten_Digit_Recognition_with_Conv_Net Public

   This is a repository for a CNN model which uses data augmentation and dropout to get a highly accurate classifier for handwritten digits (from MNIST)

   Jupyter Notebook

6. Prediction_Gradient_Boosting_Classsifier Prediction_Gradient_Boosting_Classsifier Public

   This is a repository for binary classifiers (LR and GB), used for prediction on a real-life dataset. The model building included data cleaning, feature selection and hyperparameter tuning.

   Jupyter Notebook