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SCSA3015 Deep Learning Unit 4 PDF PDF

30 Pages·2023·English
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by ['pooja vikirthini']| 2023| 30 pages| English

About SCSA3015 Deep Learning Unit 4 PDF

The document summarizes optimization techniques used in deep learning models. It discusses gradient descent and several variants including stochastic gradient descent, mini-batch gradient descent, and gradient descent with momentum. It also covers adaptive learning rate optimization algorithms like Adagrad, RMSProp, and AdaDelta. The document provides formulas and explanations of how each algorithm works to minimize loss and optimize model parameters during training.

Detailed Information

Author:['pooja vikirthini']
Publication Year:2023
Pages:30
Language:English
Format:PDF
Price:FREE
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