Executive Development Programme in Gradient Descent Basics
-- ViewingNowThe Executive Development Programme in Gradient Descent Basics is a certificate course designed to provide learners with a solid understanding of one of the most essential optimization techniques in Machine Learning. This programme emphasizes the importance of Gradient Descent in data modeling and analysis, making it highly relevant in today's data-driven industry.
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โข Unit 1: Introduction to Gradient Descent
โข Unit 2: Understanding the Cost Function
โข Unit 3: Deriving the Gradient Descent Formula
โข Unit 4: Implementing Batch Gradient Descent
โข Unit 5: Stochastic Gradient Descent Explained
โข Unit 6: Mini-Batch Gradient Descent
โข Unit 7: Learning Rate Selection and Challenges
โข Unit 8: Implementing Gradient Descent in Python
โข Unit 9: Gradient Descent Applications and Real-World Examples
โข Unit 10: Advanced Topics in Gradient Descent
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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