About this Course
In this course, you’ll use advanced modeling techniques to predict, classify and group data. You’ll use more advanced techniques to help you understand both inferential and predictive approaches.
What you'll learn:
- Principles and tools for reproducible analysis (over-fitting and sampling)
- Classifying with decision trees and random forests
- Outlier detection with support vector machines
- Predicting with neural networks
- Grouping data points with clusters
- How to produce maps in R and handle GIS data
- Time series analysis