A portfolio of data mining and machine learning projects as part of my portfolio. The repository contains files that I have been working upon over the course of my consultancy work as well as contains my capstone projects at the University of Sydney.
Project 1: Advanced regression and feature selection techniques
Project 2: Bitcoin's prediction using Time series forecasting techniques
Project 3: Logistic regression on breast cancer dataset
Project 4:Natural Language processing- Creating a YouTube spam filter
Project 5: Holt Winters exponential smoothing - Predicting carbon emissions
Project 6: ARIMA on Time series forecasting
Project 7 : Neural Networks forecast on carbon emissions
Project 8: LSTM Recurent neural networks
Project 9: Boosting- Credit risk modeling-Data mining and visualization