GNU Octave by Example: A Fast and Practical Approach to Learning GNU Octave (English) 1st ed.

Pajankar, Ashwin, Chandu, Sharvani

GNU Octave by Example: A Fast and Practical Approach to Learning GNU Octave (English) 1st ed.
  • 出版商: Apress
  • 出版日期: 2020-09-15
  • 定價: $1,650
  • 售價: 9.5 折 $1,568
  • 貴賓價: 9.0 折 $1,485
  • 語言: 英文
  • 頁數: 173
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1484260856
  • ISBN-13: 9781484260852
  • 相關分類: Raspberry Pi

    • 立即出貨 (庫存=1)

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商品描述

Get a quick start to learn, understand, and apply GNU Octave using a math- and programming-friendly approach. This book focuses on an end-to-end track to teach mathematical programming, data science, signal processing, and image processing with GNU Octave.

GNU Octave by Example starts with an introduction to GNU Octave, a free and open-source alternative to MATLAB. Next, it explains the processes to install GNU Octave on popular operating systems such as Windows, Ubuntu, Raspberry Pi, and other platforms. Further, it covers hands-on exercises with GNU Octave exploring the basic functionality and command line in interactive mode. This is followed by covering matrices and various operations including how to read and analyze data from various sources. Moving forward, it introduces commonly used programming constructs in data visualization. It explains 2D and 3D data visualization along with data analysis. It also demonstrates the concepts related to geometry and its application with GNU Octave. It concludes with coverage of signal processing followed by image, video, and audio processing techniques.

After reading this book, you will be able to write your own programs for scientific and numerical applications.

What You Will Learn

● Understand the practical aspects of GNU Octave with math and programming-friendly abstractions

● Install GNU Octave on multiple platforms including Windows, Raspberry Pi, and Ubuntu

● Work with GNU Octave using the GUI, the command line, and Jupyter notebooks

● Implement 2D and 3D data visualization and analysis with GNU Octave

Who This Book Is For

 

Software engineers, data engineers, data science enthusiasts, and computer vision professionals.

 

 

商品描述(中文翻譯)

以一種數學和程式設計友好的方式，快速入門學習、理解和應用GNU Octave。本書專注於從頭到尾的學習路徑，教授數學編程、數據科學、信號處理和圖像處理等GNU Octave技術。

《GNU Octave by Example》首先介紹了GNU Octave，這是一個免費且開源的MATLAB替代品。接下來，它解釋了在Windows、Ubuntu、Raspberry Pi和其他平台上安裝GNU Octave的過程。此外，它還涵蓋了使用GNU Octave進行實踐練習，探索基本功能和交互模式下的命令行。然後介紹了矩陣和各種操作，包括如何從不同來源讀取和分析數據。接著介紹了數據可視化中常用的編程結構。它解釋了2D和3D數據可視化以及數據分析的概念。還演示了與幾何相關的概念及其在GNU Octave中的應用。最後涵蓋了信號處理，然後是圖像、視頻和音頻處理技術。

閱讀本書後，您將能夠為科學和數值應用編寫自己的程序。

您將學到什麼：

- 了解GNU Octave的實際應用，並使用數學和程式設計友好的抽象概念
- 在多個平台上安裝GNU Octave，包括Windows、Raspberry Pi和Ubuntu
- 使用GUI、命令行和Jupyter筆記本來使用GNU Octave
- 使用GNU Octave實現2D和3D數據可視化和分析

本書適合對象：

- 軟體工程師、數據工程師、數據科學愛好者和計算機視覺專業人士。

作者簡介

 

Ashwin Pajankar holds a Master of Technology from IIIT Hyderabad. He started programming and tinkering with electronics at the tender age of seven. BASIC was the first programming language he worked with. He was gradually exposed to C programming, 8085, and x86 assembly programming during his higher secondary schooling. He is proficient in x86 assembly, C, Java, Python, and shell programming. He is also proficient with Raspberry Pi, Arduino, and other single board computers and microcontrollers. Ashwin is passionate about training and mentoring. He has trained more than 60,000 students and professionals in live and online training courses. He has published more than a dozen books with many international and Indian publishers. He has also reviewed numerous books and educational video courses. This is his fourth book with Apress and he is working on more books. He regularly conducts programming bootcamps and hands-on training for software companies.

 

He is also an avid YouTuber with more than 10,000 subscribers to his channel. You can find him on LinkedIn.

Sharvani Chandu holds an MS in Computer Vision from CMU and BTech in Electronics and Communication Engineering from IIIT Hyderabad. She has research experience in the areas of computer vision and machine learning. She currently works for Amazon and has also worked in Bangalore as a software engineer for a couple of years focusing on machine learning and natural language processing. During her undergraduate and graduate studies, she worked as a research intern, teaching assistant, and research assistant. She has also published research papers related to her work. She is enthusiastic about working in the areas of mathematics, computer vision, and programming.

 

You can find her on LinkedIn.

 

 

 

作者簡介(中文翻譯)

Ashwin Pajankar擁有印度國際資訊科技學院海得拉巴分校的碩士學位。他在七歲時就開始編程和玩弄電子產品。BASIC是他接觸的第一種編程語言。在高中時期，他逐漸接觸到C編程、8085和x86組合語言編程。他精通x86組合語言、C、Java、Python和shell編程。他也熟悉Raspberry Pi、Arduino和其他單板電腦和微控制器。Ashwin熱衷於培訓和指導。他已經在現場和線上培訓課程中培訓了超過6萬名學生和專業人士。他與許多國際和印度出版商合作出版了十多本書籍。他還審查了許多書籍和教育視頻課程。這是他與Apress合作的第四本書，他正在撰寫更多的書籍。他定期為軟體公司舉辦編程訓練營和實踐培訓。

他還是一位熱衷的YouTuber，他的頻道有超過1萬名訂閱者。您可以在LinkedIn上找到他。

Sharvani Chandu擁有卡內基梅隆大學的計算機視覺碩士學位和印度國際資訊科技學院海得拉巴分校的電子與通信工程學士學位。她在計算機視覺和機器學習領域有研究經驗。她目前在亞馬遜工作，之前在班加羅爾擔任軟體工程師，專注於機器學習和自然語言處理。在本科和研究生學習期間，她曾擔任研究實習生、教學助理和研究助理。她還發表了與她的工作相關的研究論文。她熱衷於在數學、計算機視覺和編程領域工作。

您可以在LinkedIn上找到她。

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