PaperGym
โ† Back to Foundations
๐Ÿงน
Module 6 of 6

Data Wrangling for ML

Practical skills for preparing data before it hits a model.

Progress0/2 drills ยท 0%
FREE~18 minยทBeginner

What you'll learn

  • โœ“Min-max normalization and standardization
  • โœ“One-hot encoding and train/test splitting

Drills

1

Normalization & Standardization

Implement min-max normalization and z-score standardization โ€” essential preprocessing for any ML pipeline.

Easy๐Ÿ• 8mโšก 10 pts
2

One-Hot Encoding & Train/Test Split

Implement one-hot encoding and a shuffled train/test split โ€” the final step before training.

Easy๐Ÿ• 10mโšก 10 pts

๐Ÿ“š Resources