Executive Development Programme in Advanced Data Analytics: Gradient Descent
-- ViewingNowThe Executive Development Programme in Advanced Data Analytics: Gradient Descent certificate course is a comprehensive program designed to equip learners with essential skills in data analytics. This course is crucial in today's data-driven world, where businesses rely heavily on data-driven decision-making.
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โข Introduction to Data Analytics & Machine Learning
โข Understanding Gradient Descent
โข Mathematical Background of Gradient Descent
โข Types of Gradient Descent: Batch, Stochastic, and Mini-Batch
โข Derivatives and Gradients in Gradient Descent
โข Optimizing Gradient Descent: Learning Rate and Momentum
โข Implementing Gradient Descent in Python
โข Advanced Topics in Gradient Descent: Adaptive Learning Rate and Regularization
โข Real-World Applications of Gradient Descent in Business
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