Global Certificate in Data Gradient Descent Basics
-- ViewingNowThe Global Certificate in Data Gradient Descent Basics is a comprehensive course designed to equip learners with the essential skills needed to excel in the data-driven economy. This course focuses on Gradient Descent, a fundamental optimization algorithm used for minimizing loss functions in machine learning.
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โข Unit 1: Introduction to Data Gradient Descent Basics
โข Unit 2: Understanding Gradient Descent Algorithms
โข Unit 3: Cost Functions in Gradient Descent
โข Unit 4: Derivatives and Partial Derivatives in Gradient Descent
โข Unit 5: Optimization Techniques in Gradient Descent
โข Unit 6: Implementing Gradient Descent in Machine Learning
โข Unit 7: Stochastic Gradient Descent and Mini-Batch Gradient Descent
โข Unit 8: Common Challenges and Solutions in Gradient Descent
โข Unit 9: Advanced Gradient Descent Techniques
โข Unit 10: Applications of Gradient Descent in Real-World Scenarios
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