bgav114
Master of Data Analytics graduate. Interested in how Machine Learning can be used to solve problems on a societal scale.
#OpentoworkMelbourne
Pinned Repositories
BankChurners
Classifying bank customers as churners [or not], using Machine Learning (Decision Trees and Random Forests).
OnlineRetailBusinessCustomers
Classifying potential customers for an online retail business, using Machine Learning (kNN and Naive Bayes Classifier).
PredictingWaterPollutants
Short-term predictions of turbidity using LSTM's, GAM's and Dynamic ARIMA over 156 cross-validation folds
PropertyPricePredictions
Predicting property prices in Melbourne, using Bayesian MultiRegression and Markov Chain Monte Carlo Simulations.
SpatioTemporalAnalysis-ParkingSensorData
Spatio-temporal analysis of Melbournes Parking Sensor data for the year 2019.
WineColour
Classifying wine colour based on chemical composition, using Machine Learning (kNN and Decision Tree).
bgav114's Repositories
bgav114/BankChurners
Classifying bank customers as churners [or not], using Machine Learning (Decision Trees and Random Forests).
bgav114/OnlineRetailBusinessCustomers
Classifying potential customers for an online retail business, using Machine Learning (kNN and Naive Bayes Classifier).
bgav114/PredictingWaterPollutants
Short-term predictions of turbidity using LSTM's, GAM's and Dynamic ARIMA over 156 cross-validation folds
bgav114/PropertyPricePredictions
Predicting property prices in Melbourne, using Bayesian MultiRegression and Markov Chain Monte Carlo Simulations.
bgav114/SpatioTemporalAnalysis-ParkingSensorData
Spatio-temporal analysis of Melbournes Parking Sensor data for the year 2019.
bgav114/WineColour
Classifying wine colour based on chemical composition, using Machine Learning (kNN and Decision Tree).