(Ebook) Math for Programmers: 3D Graphics, Machine Learning and Simulations with Python by Paul Orland ISBN 9781617295355, 1617295353

(Ebook) Math for Programmers: 3D Graphics, Machine Learning and Simulations with Python by Paul Orland ISBN 9781617295355, 1617295353

Skip the mathematical jargon: This one-of-a-kind book uses Python to teach the math you need to build games, simulations, 3D graphics, and machine learning algorithms. Discover how algebra and calculus come alive when you see them in code!In Math for Programmers you'll explore important mathematical concepts through hands-on coding. Filled with graphics and more than 300 exercises and mini-projects, this book unlocks the door to interesting–and lucrative!–careers in some of today’s hottest fields. As you tackle the basics of linear algebra, calculus, and machine learning, you'll master the key Python libraries used to turn them into real-world  software applications.What’s Inside• Vector geometry for computer graphics • Matrices and linear transformations• Core concepts from calculus• Simulation and optimization• Image and audio processing• Machine learning algorithms for regression and classification For programmers with basic skills in algebra.Paul Orland is a programmer, software entrepreneur, and math enthusiast. He is co-founder of Tachyus, a start-up building predictive analytics software for the energy industry. You can find him online at www.paulor.land.