Training & Optimization
Stochastic Gradient Descent
A variant of gradient descent that updates parameters using gradients computed on a single random training example at a time (though often used to refer to mini-batch gradient descent).
Related Concepts
- Gradient Descent: Explore how Gradient Descent relates to Stochastic Gradient Descent
- Mini-batch: Explore how Mini-batch relates to Stochastic Gradient Descent
- Optimization: Explore how Optimization relates to Stochastic Gradient Descent
Why It Matters
Understanding Stochastic Gradient Descent is crucial for anyone working with training & optimization. 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
training-optimization gradient-descent mini-batch optimization