Category: Machine Learning
Missing Values
Pay attention to missing values!
Classification Problem
How to deal with classification problems.
Decision Tree
All about decision trees.
Clustering
Clustering from A to Z.
Principal Component Analysis
The queen of data reduction: PCA
No Free Lunch Theorem
There are no magic recipes.
Association Rules
The basic version of recommendation.
Training-Validation-Test
Training, Validation, Test.. with Formula 1!
Random Forest
One of the favorite instruments of Kagglers.