This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI-including regression, neural networks, optimization, backpropagation, and Markov chains. Publisher: O'Reilly Media Author(s): Hala Nelson Number of pages: 602 Publication date: 2023 Dimensions: 234 x 188 x 29 Cover type: Paperback / softback