Chapter 7 · Data Science

Deep Learning and AI Basics

Neural networks, activation functions and perceptrons, backpropagation and gradient descent, deep learning and loss functions, convolutional neural networks, and natural language processing.

6 of the 10 problems this chapter sets.

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Principles of Data Science: Access for free at https://openstax.org/books/principles-data-science/pages/1-introduction