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Math for Programmers: 3D graphics, machine learning, and simulations with Python - Softcover

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  • PublisherManning
  • Publication date2021
  • ISBN 10 1617295353
  • ISBN 13 9781617295355
  • BindingPaperback
  • LanguageEnglish
  • Edition number1
  • Number of pages688
  • Rating
    • 4.21 out of 5 stars
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Orland, Paul
Published by Manning Publications, 2021
ISBN 10: 1617295353 ISBN 13: 9781617295355
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Orland, Paul
Published by Manning Publications, 2021
ISBN 10: 1617295353 ISBN 13: 9781617295355
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ISBN 10: 1617295353 ISBN 13: 9781617295355
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Orland, Paul
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Paul Orland
Published by Manning Publications, New York, 2021
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Paperback. Condition: new. Paperback. 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 interestingand lucrative!careers in some of todays 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. About the technology Most businesses realize they need to apply data science and effective machine learning to gain and maintain a competitive edge. To build these applications, they need developers comfortable writing code and using tools steeped in statistics, linear algebra, and calculus. Math also plays an integral role in other modern applications like game development, computer graphics and animation, image and signal processing, pricing engines, and stock market analysis. Paul Orland is CEO of Tachyus, a Silicon Valley startup building predictive analytics software to optimize energy production in the oil and gas industry. As founding CTO, he led the engineering team to productize hybrid machine learning and physics models, distributed optimization algorithms, and custom web-based data visualizations. He has a B.S. in mathematics from Yale University and a M.S. in physics from the University of Washington. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781617295355

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Paul Orland
Published by Pearson Education, 2021
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