The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast
Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textb
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti