Math for Programmers
Paul Orland
Manning Publications (28 décembre 2020)
688 pages

Présentation de l'éditeur
To score a job in data science, machine learning, computer graphics, and cryptography, you need to bring strong math skills to the party. Math for Programmers teaches the math you need for these hot careers, concentrating on what you need to know as a developer.
Filled with lots of helpful graphics and more than 200 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest programming fields.

Key Features

  • 2D and 3D vector math
  • Matrices and linear transformations
  • Core concepts from linear algebra
  • Calculus with one or more variables
  • Algorithms for regression, classification, and clustering
  • Interesting real-world examples
Written for programmers with solid algebra skills (even if they need some dusting off). No formal coursework in linear algebra or calculus is required.