Deep Learning with Python (Video 8)

Deep Learning with Python (Video 8)

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Wayground Content

FREE Resource

This video tutorial explores the use of Theano and Keras for training neural network models. It delves into the behind-the-scenes workings of Keras, focusing on how it defines and connects multiple layers in a model. The tutorial explains the sequential model structure in Keras, detailing the process of compiling and training models using optimizers and loss functions. It also covers the fit method, emphasizing the importance of validation data to prevent overfitting. The video concludes with an overview of how Keras automates the process of writing symbolic expressions and compiling functions.

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OPEN ENDED QUESTION

3 mins • 1 pt

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

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