Array Programming: Efficient Data Manipulation and Computation with Advanced Array Techniques
商品資訊
ISBN13：9798286875467
出版社：Independently published
作者：Theophilus Edet
出版日：2025/06/04
裝訂：平裝
規格：25.4cm*17.8cm*2.5cm (高/寬/厚)
商品簡介
Master Array Programming for Powerful Data Manipulation and Computation
Array Programming: Efficient Data Manipulation and Computation with Advanced Array Techniques is your gateway to mastering high-performance data manipulation across four powerful programming languages: C++, Julia, MATLAB, and Python. This guide provides the tools you need to understand and leverage array programming, an essential paradigm for scientific computing, data science, and high-performance applications.
Unlock Data Efficiency with Array Programming Techniques Across Four LanguagesExplore the unique strengths of C++, Julia, MATLAB, and Python in implementing array programming techniques. Each language brings unique optimizations and tools to manipulate arrays, allowing for more efficient data processing and faster execution times. From MATLAB's ease in matrix operations to Python's accessible libraries, you'll learn how to apply array programming to achieve efficient data handling across a wide range of applications.
Master Core Array Algorithms for High-Speed Computation and PrecisionDive into key algorithms and data structures that make array programming a powerful tool. This book covers essential techniques, including Slicing Algorithms for efficient data selection, Broadcast Operations for applying functions across arrays, Vectorized Operations that eliminate looping for better performance, and Sparse Arrays for managing memory in data-dense applications. Through practical examples, learn how each of these algorithms improves both computation speed and precision.
Enhance Data Processing with Language-Specific Array Programming ApproachesEach of the four programming languages provides distinct advantages in array programming. Explore Julia's high-performance capabilities, C++'s speed and control, MATLAB's advanced mathematical tools, and Python's intuitive libraries. This guide gives you hands-on techniques in each language to streamline array operations, optimize memory usage, and build scalable, robust data solutions.
Build Expertise in Array-Based Computation for Scientific and Data-Driven ApplicationsIdeal for data scientists, engineers, and software developers, this book equips you with the array programming techniques needed for rapid, reliable data computation. Whether you're working in scientific research, data analytics, or machine learning, understanding the array programming paradigm will empower you to process large datasets efficiently and build applications that require high-speed data manipulation.
購物須知
外文書商品之書封，為出版社提供之樣本。實際出貨商品，以出版社所提供之現有版本為主。部份書籍，因出版社供應狀況特殊，匯率將依實際狀況做調整。
無庫存之商品，在您完成訂單程序之後，將以空運的方式為你下單調貨。為了縮短等待的時間，建議您將外文書與其他商品分開下單，以獲得最快的取貨速度，平均調貨時間為1~2個月。
為了保護您的權益，「三民網路書店」提供會員七日商品鑑賞期(收到商品為起始日)。
若要辦理退貨，請在商品鑑賞期內寄回，且商品必須是全新狀態與完整包裝(商品、附件、發票、隨貨贈品等)否則恕不接受退貨。