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Learn about gradient descent, a fundamental optimization algorithm used in statistical modeling, in this 18-minute educational video. Explore how this iterative approach helps find the minimum of a function by taking steps proportional to the negative of the gradient, making it essential for training machine learning models and solving complex optimization problems.
Syllabus
Statistical Modeling: Gradient Descent
Taught by
NPTEL-NOC IITM