duytantran

ads-ctr-optimisation

Optimise the Click Through Rate for 10 different advertisemens using two different reinforcement learning models: Upper Confidence Bound and Thompson Sampling

cancer-mammae-classification

Machine Learning Model: SVM

churn-modeling

Deep Learning: Artifical Neural Network with stochastic gradient descent

image-recognition

Deep Learning: Convolutional Neural Networks applied to a big dataset of cats and dogs.

mad-learning-web

market-basket-optimisation

Using association rule learning: apriori

restaurant-reviews

Using Natural Language Processing on a dataset of restaurant reviews, and then Naive Bayes classification.