Statistical Techniques
See also: Medium Article 10 Statistical Techniques Data Scientist need to Master
Overview
| Technique | Image |
|---|---|
| Linear Regression |  |
| Classification |  |
| Clustering |  |
| Resampling |  |
| Subset Selection | |
| Shrinkage | |
| Dimension Reduction | |
| Nonlinear Models | |
| Tree-Based Methods | |
| Support Vector Machines | |
| Unsupervised Learning | |
| Analysis Problems |  |