Introduction to Iot with Machine Learning and Image Processing Using Raspberry Pi
暫譯: 使用 Raspberry Pi 的物聯網、機器學習與影像處理入門

Name: Introduction to Iot with Machine Learning and Image Processing Using Raspberry Pi
Price: 6479 TWD
Availability: OnlineOnly
Author: Kulkarni, Shrirang Ambaji, Gurupur, Varadrah P., Fernandes, Steven L.
ISBN: 1138543527

Kulkarni, Shrirang Ambaji, Gurupur, Varadrah P., Fernandes, Steven L.

出版商: CRC
出版日期: 2020-08-17
售價: $6,820
貴賓價: 9.5 折 $6,479
語言: 英文
頁數: 104
裝訂: Hardcover - also called cloth, retail trade, or trade
ISBN: 1138543527
ISBN-13: 9781138543522
相關分類: Raspberry Pi、Machine Learning、物聯網 IoT

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商品描述

Machine Learning a branch of Artificial Intelligence is influencing the society, industry and academia at large. The adaptability of Python programming language to Machine Learning has increased its popularity further. Another technology on the horizon is Internet of Things (IoT). The present book tries to address IoT, Python and Machine Learning along with a small introduction to Image Processing. If you are a novice programmer or have just started exploring IoT or Machine Learning with Python, then this book is for you.

Features:

Raspberry Pi as IoT is described along with the procedure for installation and configuration.
A simple introduction to Python Programming Language along with its popular library packages like NumPy, Pandas, SciPy and Matplotlib are dealt in an exhaustive manner along with relevant examples.
Machine Learning along with Python Scikit-Learn library is explained to audience with an emphasis on supervised learning and classification.
Image processing on IoT is introduced to the audience who love to apply Machine Learning algorithms to Images
The book follows hands-on approach and provide a huge collection of Python programs.

About the Authors

Dr. Shrirang Ambaji Kulkarni is a prolific learner, author and a faculty with over 18 plus years of experience in the field of Computer Science and Engineering. He is currently working as Associate. Professor at National Institute of Engineering in Department of Computer Science and Engineering, Mysore, India.

Dr. Varadraj Gurpur is an eminent faculty and researcher in the field of Health Informatics.. He has authored many research articles in reputed journals. He is currently working as Associate. Professor at University of Central Florida in the Department of Health Informatics, Florida, USA.

Dr. Steven Lawrence Fernandes is a high profile researcher in the field of Image Processing. He is currently working as Post-Doctoral Fellow at University of Central Florida in the Department of Computer Science and Engineering, Florida, USA.

商品描述(中文翻譯)

機器學習是人工智慧的一個分支，正在深刻影響社會、產業和學術界。Python 程式語言在機器學習中的適應性進一步提高了它的受歡迎程度。另一項即將來臨的技術是物聯網 (IoT)。本書試圖探討 IoT、Python 和機器學習，並簡要介紹影像處理。如果您是初學者或剛開始探索使用 Python 的 IoT 或機器學習，那麼這本書就是為您而寫的。

特點：

- 本書描述了 Raspberry Pi 作為 IoT 的安裝和配置過程。
- 對 Python 程式語言進行了簡單的介紹，並詳細介紹了其流行的庫包，如 NumPy、Pandas、SciPy 和 Matplotlib，並提供了相關範例。
- 機器學習及其 Python Scikit-Learn 庫的使用，重點講解了監督式學習和分類。
- 向喜愛將機器學習演算法應用於影像的讀者介紹了 IoT 上的影像處理。
- 本書採用實作方式，提供了大量的 Python 程式範例。

關於作者

Dr. Shrirang Ambaji Kulkarni 是一位多產的學習者、作者，並且在計算機科學與工程領域擁有超過 18 年的經驗。他目前在印度邁索爾的國立工程學院擔任計算機科學與工程系的副教授。

Dr. Varadraj Gurpur 是健康資訊學領域的著名教師和研究者。他在多個知名期刊上發表了許多研究文章。目前，他在美國佛羅里達州的中佛羅里達大學健康資訊學系擔任副教授。

Dr. Steven Lawrence Fernandes 是影像處理領域的高端研究者。他目前在美國佛羅里達州的中佛羅里達大學計算機科學與工程系擔任博士後研究員。

作者簡介

Dr. Shrirang Ambaji Kulkarni is a prolific learner, author and a faculty with over 18 plus years of experience in the field of Computer Science and Engineering. He is currently working as Associate. Professor at National Institute of Engineering in Department of Computer Science and Engineering, Mysore, India.

Dr. Steven Lawrence Fernandes is a high profile researcher in the field of Image Processing. He is currently working as Post-Doctoral Fellow at University of Central Florida in the Department of Computer Science and Engineering, Florida, USA.

Dr. Varadraj Gurpur is an eminent faculty and researcher in the field of Health Informatics.. He has authored many research articles in reputed journals. He is currently working as Associate. Professor at University of Central Florida in the Department of Health Informatics, Florida, USA.