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Data Science · Glossary

Ensemble Model

A machine learning technique that combines predictions from multiple models to produce a more accurate result than any single model alone.

Techniques like random forests and gradient boosting are ensemble methods — often outperforming single models by balancing out each individual model's weaknesses.

Want to actually work with Ensemble Model? This concept is covered hands-on in our Machine Learning Track program — not just defined, but practiced.
View Machine Learning Track
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