Master Machine Learning
by Playing

Titanic Survival

Predict whether a passenger survived the Titanic disaster based on features like age, sex, and passenger class.

Iris Species

Classify iris flowers into 3 species based on sepal and petal measurements. A classic multi-class classification task.

MNIST Digits

Recognize handwritten digits (0-9) from 28×28 pixel grayscale images. The benchmark dataset for image classification.

Boston Housing

Predict median house values using socioeconomic features. Tests your regression tuning skills to minimize error.

Credit Card Fraud

Detect fraudulent transactions in a highly imbalanced dataset. Requires careful hyperparameter tuning for precision.

Sentiment Analysis

Classify movie reviews as positive or negative. NLP challenge requiring the right algorithm and regularization strategy.