This training is an introduction to the concept of machine learning and its application using R tool.
The training will include the following:
- Introducing Machine Learning
- The origins of machine learning
Uses and abuses of machine learning
- Ethical considerations
- How do machines learn?
- Steps to apply machine learning to your data
- Choosing a machine learning algorithm
- Using R for machine learning
- Forecasting Numeric Data – Regression Methods
- Understanding regression
- Example – predicting medical expenses using linear regression