Machine Learning Fundamentals
Feature Engineering
The process of selecting, transforming, and creating input features to improve model performance.
Related Concepts
- Feature Selection: Explore how Feature Selection relates to Feature Engineering
- Feature Extraction: Explore how Feature Extraction relates to Feature Engineering
- Domain Knowledge: Explore how Domain Knowledge relates to Feature Engineering
Why It Matters
Understanding Feature Engineering is crucial for anyone working with machine learning fundamentals. This concept helps build a foundation for more advanced topics in AI and machine learning.
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This term is part of the comprehensive AI/ML glossary. Explore related terms to deepen your understanding of this interconnected field.
Tags
machine-learning-fundamentals feature-selection feature-extraction domain-knowledge