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Mathematics for Machine Learning by Marc Peter Deisenroth Cambridge Univ. Press

These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites.

Statistics and Calculus Workshop : A Comprehensive Introduction to…

The “Statistics and Calculus Workshop” is a comprehensive textbook authored by Peter Farrell, designed for students and professionals looking to deepen their understanding of mathematics in the context of artificial intelligence applications. Published by Packt Publishing in 2020, this trade paperback offers 740 pages of content focused on the intersection of computers, science, and programming […]

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