Deep Learning with Python (Video 13)

Deep Learning with Python (Video 13)

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies, Other

University

Hard

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This video tutorial covers the process of converting raw images into a feature matrix and training a Keras model to classify these features. It includes downloading a dataset, using a Python script for feature extraction, training a neural network with Keras, and evaluating the model. The video also provides exercises for further exploration and suggests using pre-trained models for other problems.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What role does dropout play in training neural networks?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you evaluate the performance of a trained model on new images?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are some potential applications of pretraining deep learning models?

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