Executive Development Programme in Data Gradient Descent Concepts
-- ViewingNowThe Executive Development Programme in Data Gradient Descent Concepts is a certificate course designed to empower professionals with the essential skills needed to excel in the data-driven business landscape. This programme focuses on Gradient Descent, a critical optimization technique used in machine learning and data science to minimize cost functions and improve predictive models.
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โข Data Gradient Descent Concepts
โข Understanding Gradient Descent
โข Types of Gradient Descent: Batch, Stochastic, and Mini-Batch
โข Cost Function in Gradient Descent
โข Deriving Gradient Descent Equation
โข Implementing Gradient Descent in Python
โข Convergence and Learning Rate in Gradient Descent
โข Regularization in Gradient Descent
โข Optimizing Gradient Descent with Momentum and Adagrad
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