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Deep Learning - Artificial Neural Networks with Tensorflow - Gradient Descent

Deep Learning - Artificial Neural Networks with Tensorflow - Gradient Descent

Assessment

Interactive Video

Computers

11th Grade - University

Hard

Created by

Wayground Content

FREE Resource

The video tutorial explains the significance of gradient descent in training machine learning models, from simple neurons to complex neural networks. It discusses the necessity of gradient descent for optimization, especially when equations are unsolvable analytically. The tutorial covers the gradient descent algorithm, its implementation, and the importance of hyperparameters like learning rate and epochs. It emphasizes the use of numerical approximations in mathematics and provides a practical example of gradient descent in code.

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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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