Beginning Julia Programming: For Engineers and Scientists

Sandeep Nagar

  • 出版商: Apress
  • 出版日期: 2017-11-27
  • 售價: $2,350
  • 貴賓價: 9.5$2,233
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Paperback
  • ISBN: 1484231708
  • ISBN-13: 9781484231708
  • 相關分類: 程式語言
  • 立即出貨 (庫存=1)

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商品描述

Get started with Julia for engineering and numerical computing, especially data science, machine learning, and scientific computing applications. This book explains how Julia provides the functionality, ease-of-use and intuitive syntax of R, Python, MATLAB, SAS, or Stata combined with the speed, capacity, and performance of C, C++, or Java. You’ll learn the OOP principles required to get you started, then how to do basic mathematics with Julia. Other core functionality of Julia that you’ll cover, includes working with complex numbers, rational and irrational numbers, rings, and fields.  
 
Beginning Julia Programming takes you beyond these basics to harness Julia’s powerful features for mathematical functions in Julia, arrays for matrix operations, plotting, and more. Along the way, you also learn how to manage strings, write functions, work with control flows, and carry out I/O to implement and leverage the mathematics needed for your data science and analysis projects.
 
"Julia walks like Python and runs like C". This phrase explains why Julia is quickly growing as the most favored option for data analytics and numerical computation. After reading and using this book, you'll have the essential knowledge and skills to build your first Julia-based application.  
 
What You'll Learn
  • Obtain core skills in Julia 
  • Apply Julia in engineering and science applications
  • Work with mathematical functions in Julia 
  • Use arrays, strings, functions, control flow, and I/O in Julia
  • Carry out plotting and display basic graphics 
 
Who This Book Is For
 
Those who are new to Julia; experienced users may also find this helpful as a reference.
 

商品描述(中文翻譯)

開始使用Julia進行工程和數值計算,特別是數據科學、機器學習和科學計算應用。本書解釋了Julia提供了R、Python、MATLAB、SAS或Stata的功能、易用性和直觀語法,同時結合了C、C++或Java的速度、容量和性能。您將學習到開始使用Julia所需的面向對象編程原則,然後學習如何使用Julia進行基本數學運算。您還將學習到Julia的其他核心功能,包括處理複數、有理數和無理數、環和域。

《Beginning Julia Programming》將帶您深入了解這些基礎知識,並利用Julia的強大功能進行數學函數、矩陣運算、繪圖等操作。在此過程中,您還將學習到如何處理字符串、編寫函數、使用控制流程以及進行輸入/輸出,以實現和利用您的數據科學和分析項目所需的數學運算。

“Julia走得像Python,跑得像C”。這句話解釋了為什麼Julia迅速成為最受歡迎的數據分析和數值計算選擇。閱讀並使用本書後,您將具備構建基於Julia的應用程序所需的基本知識和技能。

您將學到什麼:
- 獲得Julia的核心技能
- 在工程和科學應用中應用Julia
- 在Julia中使用數學函數
- 在Julia中使用數組、字符串、函數、控制流程和輸入/輸出
- 進行繪圖和顯示基本圖形

本書適合對Julia新手;有經驗的用戶也可以將其作為參考資料。