Math for Programmers: 3D graphics, machine learning, and simulations with Python (Paperback)
暫譯: 程式設計師的數學:使用 Python 進行 3D 圖形、機器學習與模擬

Orland, Paul

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商品描述

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.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

商品描述(中文翻譯)

要在資料科學、機器學習、電腦圖形學和密碼學等領域找到工作,您需要具備強大的數學技能。《程式設計師的數學》教授您在這些熱門職業中所需的數學知識,重點關注作為開發者所需了解的內容。

本書包含大量有用的圖形以及超過200個練習和迷你專案,為您打開通往當今一些最熱門程式設計領域的有趣且高薪職業的大門。

購買印刷版書籍可獲得Manning Publications提供的免費電子書,格式包括PDF、Kindle和ePub。

作者簡介

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.

作者簡介(中文翻譯)

保羅·奧蘭德是Tachyus的首席執行官,這是一家位於矽谷的初創公司,專注於開發預測分析軟體,以優化石油和天然氣行業的能源生產。作為創始首席技術官,他帶領工程團隊將混合機器學習和物理模型、分散式優化算法以及自訂的基於網頁的數據可視化產品化。他擁有耶魯大學的數學學士學位和華盛頓大學的物理碩士學位。