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[Documentation Update]: Add Gradient Decent in Deep Learning Optimizers #4062

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@Shantnu-singh

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@Shantnu-singh

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Issue Description

The update will provide theoretical explanations, practical applications, and implementation examples in deep learning contexts.

Suggested Change

This documentation update is valuable for students, educators, and deep learning practitioners. Students can use it to understand the fundamentals of Gradient Descent and its importance in training neural networks, educators can integrate it into their teaching materials .

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