Data & Features
Training Data
The portion of a dataset used to train a model by adjusting its parameters to minimize loss.
Related Concepts
- Dataset: Explore how Dataset relates to Training Data
- Test Set: Explore how Test Set relates to Training Data
- Supervised Learning: Explore how Supervised Learning relates to Training Data
Why It Matters
Understanding Training Data is crucial for anyone working with data & features. 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
data-features dataset test-set supervised-learning
Related Terms
Dataset
A collection of data examples used for training, validating, or testing machine learning models.
Supervised Learning
A machine learning paradigm where models learn from labeled training data to make predictions on new, unseen data.
Test Set
A final portion of data unseen during training and validation, used for unbiased evaluation of model performance.