The first few posts to this blog will be most coherent if they are read in chronological order. A new entry will be posted each Tuesday morning. To see the latest posts in blog format, click here.
- Different names for data analysis
- What is data?
- Filling in the gaps – Probability Distributions
- The geometry of linear regression
- General regression and overfitting
- The Curse of Dimensionality
- Principle Component Analysis
- Visualization and Projection
- Nearest Neighbors Classification
- Data Normalization
- K Nearest Neighbors Classification
- Support Vector Machines
- Logistic Regression
