Math for Programmers

Math for Programmers is a book that teaches the math needed for hot careers in data science, machine learning, computer graphics, and cryptography, with 200 exercises and mini-projects. It is written for programmers with solid algebra skills and does not require formal coursework in linear algebra or calculus. Paul Orland is CEO of Tachyus, a Silicon Valley startup building predictive analytics software to optimize energy production in the oil and gas industry.

Format: Paperback / softback
Length: 688 pages
Publication date: 23 February 2021
Publisher: Manning Publications

Are you ready to embark on a thrilling journey into the world of data science, machine learning, computer graphics, and cryptography? These cutting-edge fields require a solid foundation in mathematics, and that's where Math for Programmers comes in! This comprehensive guide is designed to empower you with the essential math skills you need to thrive in these exciting careers.

Packed with helpful graphics, over 200 exercises, and mini-projects, this book unlocks the door to fascinating and lucrative opportunities in some of today's hottest programming fields. Whether you're a programmer with solid algebra skills or someone who needs to brush up on your math, this book is your ultimate resource.

Math for Programmers covers a wide range of topics, including 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, and interesting real-world examples. No formal coursework in linear algebra or calculus is required, making this book accessible to anyone with a passion for programming and a desire to explore the world of data science.

In today's rapidly evolving technology landscape, businesses recognize the immense value of data science and effective machine learning. To build these applications, they need developers who are comfortable writing code and utilizing tools steeped in statistics, linear algebra, and calculus. Math plays a crucial role in other modern applications such as game development, computer graphics and animation, image and signal processing, pricing engines, and stock market analysis.

Paul Orland, CEO of Tachyus, a Silicon Valley startup, understands the importance of math in these fields. As the founding CTO, he led the engineering team to productize hybrid machine learning and physics models, distributed optimization algorithms, and custom web-based data visualizations. With a B.S. in mathematics from Yale University and a M.S. in computer science, Paul brings a wealth of experience and expertise to the table.

So, whether you're aspiring to be a data scientist, machine learning engineer, computer graphics specialist, or cryptographer, Math for Programmers is your key to success. Don't let math intimidate you; with this comprehensive guide, you'll gain the confidence and skills you need to thrive in these exciting fields. Embrace the power of mathematics and unlock your full potential!

Weight: 1252g
Dimension: 188 x 236 x 39 (mm)
ISBN-13: 9781617295355