Masterclass Certificate in Gradient Descent Essentials
-- ViewingNowThe Masterclass Certificate in Gradient Descent Essentials is a comprehensive course designed to provide learners with a deep understanding of Gradient Descent, a fundamental optimization technique used in Machine Learning. This course is essential for anyone looking to advance their career in data science, as it provides the necessary skills to build and optimize complex machine learning models.
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⢠Unit 1: Introduction to Gradient Descent
⢠Unit 2: Understanding Cost Functions
⢠Unit 3: Derivatives and Gradients
⢠Unit 4: Implementing Gradient Descent
⢠Unit 5: Batch Gradient Descent Algorithm
⢠Unit 6: Stochastic Gradient Descent Algorithm
⢠Unit 7: Mini-Batch Gradient Descent Algorithm
⢠Unit 8: Learning Rates and Convergence
⢠Unit 9: Regularization Techniques in Gradient Descent
⢠Unit 10: Advanced Topics in Gradient Descent (Momentum, Adagrad, RMSProp, Adam)
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