Machine Learning

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This course is an introduction to the exciting area of machine learning. We will be looking at the theory and algorithms of neural networks, and their applications in prediction, classification, computer vision and natural language processing. We will be building, training and applying neural networks using TensorFlow.

Ken Pu
Faculty of Science
Ontario Tech University

Recommended Texts

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Deep Learning with Python

Francois Chollet
Manning, (first or second edition)

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Deep Learning

Ian Goodfellow, Yoshua Bengio, and Aaron Courville
MIT Press

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Dive Into Deep Learning

Aston Zhang, Zachary C Lipton, Mu Li, and Alexander J. Smola
https://d2l.ai/