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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 如何結合 R、Python、MATLAB、SAS 或 Stata 的功能性、易用性和直觀語法，以及 C、C++ 或 Java 的速度、容量和性能。您將學習所需的物件導向程式設計（OOP）原則，然後學習如何使用 Julia 進行基本數學運算。您還將涵蓋 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》將帶您超越這些基礎，利用 Julia 的強大功能進行數學函數、矩陣運算的陣列、繪圖等。在此過程中，您還將學習如何管理字串、編寫函數、處理控制流程，並進行輸入/輸出，以實現和利用您在數據科學和分析項目中所需的數學。
“Julia 的表現如同 Python，執行速度如同 C”。這句話解釋了為什麼 Julia 正迅速成為數據分析和數值計算的最受歡迎選擇。在閱讀和使用本書後，您將擁有建立第一個基於 Julia 的應用程序所需的基本知識和技能。
您將學到的內容：
- 獲得 Julia 的核心技能
- 在工程和科學應用中應用 Julia
- 使用 Julia 處理數學函數
- 在 Julia 中使用陣列、字串、函數、控制流程和輸入/輸出
- 執行繪圖並顯示基本圖形
本書適合對象：
對 Julia 新手；有經驗的使用者也可能會將其作為參考。
