Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: converge

Data Science and Machine Learning (Theory and Projects) A to Z - Deep Neural Networks and Deep Learning Basics: converge

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Information Technology (IT), Architecture, Mathematics

University

Hard

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The video discusses various gradient descent algorithms, comparing their convergence speeds. It highlights the benefits of adaptive learning rates and provides practical tips for training neural networks, such as using mini batches and batch normalization. The video concludes with an introduction to regularization in deep neural networks.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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