Regime selection

  • 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

Predicting Google Stock Price using LSTM

  • Predicted stock prices from historical data using LSTM

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