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1. Reuters_Dataset_Tensorflow Reuters_Dataset_Tensorflow Public

   Model subclassing and custom training loops in Tensorflow for the Reuters dataset. Natural language processing and document classification

   Jupyter Notebook 2 1

2. Mean_Housing_Prices Mean_Housing_Prices Public

   Run a t-test to show that university towns have their mean housing prices less affected by recessions. Data preprocessing with pandas, statistical analysis, t-test, hypothesis testing

   Jupyter Notebook

3. Django_ML_Web_Deployment Django_ML_Web_Deployment Public

   ML-based web application using Django. Classification model for Titanic dataset and web application to accept inputs from user and return prediction

   Python 1

4. Predict_Fraud Predict_Fraud Public

   Train several models and evaluate how effectively they predict instances of fraud in bank transactions. Support vector classification, logisitic regression classifier, grid-search optimization

   Jupyter Notebook

5. Property_Maintenance_Fines Property_Maintenance_Fines Public

   To predict whether a given building maintenance fine will be paid on time. Models: random forest, gradient boosted decision trees, linear regression optimized with regularization and c parameter

   Jupyter Notebook

6. Residual_Network Residual_Network Public

   Create a residual network architecture with the model subclassing API from Tensorflow. Application to MNIST dataset

   Jupyter Notebook 1 1