Statistical Methods
- T-test hypothesis testing between multiple different Automobile groups
- Bootstrapping and Bayesian Methods on Automobile dataset
Regression
- Performing PCA regression on a dataset tracking patients with Parkinson’s Disease
- Creating multiple linear regression models to identify the best marketing approach for advertising sales
Classification
- Decision Tree Classifier for Breast Cancer Detection
Clustering
- Classifying customer transactions with K-means
Time Series Analysis / Forecasting
- Creating a time series analysis model and conducting forecasting on air pollutants in Beijing
- Time series analysis on California dairy production dataset
Natural Language Processing
- Conducting natural language processing and sentiment analysis on Twitter dataset
Neural Networks
- Artificial Neural Network for Wine Classification
- Recurral Neural Network on Keras Reuters Dataset
- Deep Neural Network on Manufacturer Dataset
