Programming and Software Tools
Data Mining, Machine Learning and Quantitative Programming: R and Python
Implementation of the following Data Mining/ Machine Learning methods:
- Linear Regression
- Generalized Linear Models
- Logistic Regression
- Decision Trees
- Random Forrest
- Gradient Boosted Machines
- Support Vector Machines
- Neural Networks
Implementation of the following Quantitative methods: R and Python
- Linear Programming