- Predicted regimes in S&P index price using Hidden Markov Gaussian mixture models.
Market Basket Analysis
Market Basket Analysis and Mining Association Rules
Project: Proposed a model that analyzes customer behavior iterating
through different range of values for support and confidence
• Used Apriori Principle and FP Tree for candidate pruning and rule
• Formulated a model that gives insight about customers shopping
patterns and also suggest the viable offers.
• Tools: C++, FpTrees, Apriori Principle, Association Rule Mining
- Predicted stock prices from historical data using LSTM