MATLAB Fundamentals and Applications
暫譯: MATLAB 基礎與應用

Barua, Prasun

  • 出版商: Independently Published
  • 出版日期: 2025-04-23
  • 售價: $1,850
  • 貴賓價: 9.5$1,758
  • 語言: 英文
  • 頁數: 120
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798281099868
  • ISBN-13: 9798281099868
  • 相關分類: Matlab
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

"MATLAB Fundamentals and Applications" is an in-depth guide designed for students, engineers, researchers, and professionals looking to learn MATLAB and apply it effectively in various fields. This book covers everything from the basics of MATLAB syntax and operations to more advanced topics such as data analysis, visualization, statistical modeling, machine learning, and deep learning.

Each chapter is structured to provide a step-by-step approach, introducing key concepts and reinforcing them with practical examples and hands-on exercises. The book guides readers through the process of working with arrays, matrices, functions, control flow, and advanced algorithms, while also delving into more complex topics such as optimization, signal processing, and computer vision.

In addition to traditional uses of MATLAB, this book also explores its powerful capabilities in machine learning, where readers will learn how to implement classification, regression, clustering, and deep learning models. With MATLAB's robust built-in toolboxes, readers will be able to perform real-world data analysis tasks, build predictive models, and fine-tune their applications for specific challenges.

Whether you are new to MATLAB or looking to enhance your expertise, this book provides a comprehensive, practical, and easy-to-follow resource to help you unlock the full potential of MATLAB for problem-solving and innovation across various domains.

商品描述(中文翻譯)

《MATLAB 基礎與應用》是一本深入的指南,專為希望學習 MATLAB 並在各個領域有效應用的學生、工程師、研究人員和專業人士而設計。本書涵蓋了從 MATLAB 語法和操作的基本知識到更高級主題,如數據分析、可視化、統計建模、機器學習和深度學習的所有內容。

每一章的結構都旨在提供逐步的方法,介紹關鍵概念並通過實際範例和動手練習來加強理解。本書引導讀者了解如何處理陣列、矩陣、函數、控制流程和高級演算法,同時深入探討更複雜的主題,如優化、信號處理和計算機視覺。

除了 MATLAB 的傳統用途外,本書還探討了其在機器學習中的強大能力,讀者將學習如何實現分類、回歸、聚類和深度學習模型。利用 MATLAB 強大的內建工具箱,讀者將能夠執行現實世界的數據分析任務,建立預測模型,並針對特定挑戰微調其應用。

無論您是 MATLAB 的新手還是希望提升專業知識,本書都提供了一個全面、實用且易於遵循的資源,幫助您發揮 MATLAB 在各個領域解決問題和創新的全部潛力。