Machine learning:
- Credit card fraud - classification using RandomForestClassifier, LogisticRegression
- Imdb movies - visualization, clustering using KMeans, PCA, MCA, t-SNE
- Airline time delay - regression using XGBRegressor
- Earning predictions - classification using RandomForestClassifier, XGBClassifier
- House prices - regression using GradientBoostingRegressor, XGBRegressor, ElasticNet
- Campaign targetting - classification task
Deep learning:
- Earning predictions - classification using deep neural network developed in Tensorflow
- German traffic sign recognition - classification using convolutional neural network implemented in Keras and Tensorflow
- Flower class prediction - transfer learning using Inception model implemented in Tensorflow