Kaggle Competitions

• resource

Binary Classification

• loan default prediction
• predict biological response
• [Amazon Employee Access Challenge]
• [KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)]
• [StumbleUpon Evergreen Classification Challenge]

Multiple classification

• [Representation Learning: The Black Box Learning Challenge]

Regression & Ranking

• [Solar Energy Prediction Contest]
• [EMI Music Data Science Hackathon]
• [Merck Molecular Activity Challenge]

Time Series

• [Global Energy Forecasting Competition 2012 - Wind Forecasting]
• [PAKDD 2014 - ASUS Malfunctional Components Prediction]
• [Walmart Recruiting - Store Sales Forecasting]

Image Classification

• [Representation Learning: Facial Expression Recognition Challenge - multiclassification]
• [Galaxy Zoo - The Galaxy Challenge]

Image & Text

• [Challenges in Representation Learning: Multi-modal Learning]

Text Classification

• [Insult Detection - binary classification]
• [Large Scale Hierarchical Text Classification]
• [Predict Closed Questions on Stack Overflow]
• [Predict which 311 issues are most important to citizens]
• [See Click Predict Fix - Hackathon]

Speech Classification

• [MLSP 2013 Bird Classification]
• [The Marinexplore and Cornell University Whale Detection Challenge]

Bayesian Inference

• [Observing Dark Worlds]