Machine Learning with the Raspberry Pi: Experiments with Data and Computer Vision (樹莓派機器學習:數據與計算機視覺實驗)
Norris, Donald J.
- 出版商: Apress
- 出版日期: 2019-11-30
- 售價: $2,020
- 貴賓價: 9.5 折 $1,919
- 語言: 英文
- 頁數: 568
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1484251733
- ISBN-13: 9781484251737
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相關分類:
Raspberry Pi、Machine Learning、Computer Vision
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相關主題
商品描述
Using the Pi Camera and a Raspberry Pi board, expand and replicate interesting machine learning (ML) experiments. This book provides a solid overview of ML and a myriad of underlying topics to further explore. Non-technical discussions temper complex technical explanations to make the hottest and most complex topic in the hobbyist world of computing understandable and approachable.
Machine learning, also commonly referred to as deep learning (DL), is currently being integrated into a multitude of commercial products as well as widely being used in industrial, medical, and military applications. It is hard to find any modern human activity, which has not been "touched" by artificial intelligence (AI) applications. Building on the concepts first presented in Beginning Artificial Intelligence with the Raspberry Pi, you’ll go beyond simply understanding the concepts of AI into working with real machine learning experiments and applying practical deep learning concepts to experiments with the Pi board and computer vision.
What you learn with Machine Learning with the Raspberry Pi can then be moved on to other platforms to go even further in the world of AI and ML to better your hobbyist or commercial projects.
What You'll Learn
- Acquire a working knowledge of current ML
- Use the Raspberry Pi to implement ML techniques and algorithms
- Apply AI and ML tools and techniques to your own work projects and studies
Who This Book Is For
Engineers and scientists but also experienced makers and hobbyists. Motivated high school students who desire to learn about ML can benefit from this material with determination.
商品描述(中文翻譯)
使用 Pi Camera 和 Raspberry Pi 板,擴展和複製有趣的機器學習 (ML) 實驗。本書提供了機器學習的全面概述以及許多相關主題供進一步探索。非技術性的討論緩和了複雜的技術解釋,使這個在計算機愛好者世界中最熱門且最複雜的主題變得易於理解和接近。
機器學習,通常也被稱為深度學習 (DL),目前正被整合到多種商業產品中,並廣泛應用於工業、醫療和軍事領域。很難找到任何現代人類活動未被人工智慧 (AI) 應用「觸及」。在《Beginning Artificial Intelligence with the Raspberry Pi》中首次提出的概念基礎上,您將不僅僅是理解 AI 的概念,而是進一步進行實際的機器學習實驗,並將實用的深度學習概念應用於 Pi 板和計算機視覺的實驗中。
您在《Machine Learning with the Raspberry Pi》中學到的知識,然後可以轉移到其他平台,以便在 AI 和 ML 的世界中更進一步,提升您的愛好或商業項目。
您將學到的內容:
- 獲得當前機器學習的實用知識
- 使用 Raspberry Pi 實現機器學習技術和算法
- 將 AI 和 ML 工具及技術應用於您自己的工作項目和研究
本書適合對象:
工程師和科學家,也適合有經驗的創客和愛好者。渴望學習機器學習的積極高中生也能從這些材料中受益,只要他們有決心。
作者簡介
Donald Norris is an avid electronics hobbyist and maker. He is also an electronics engineer with an advanced degree in Production Management. Don is retired from civilian government service with the US Navy, where he specialized in acoustics and digital signal processing. He also has more than a dozen years' experience as a professional software developer using C, C#, C++, Python, and Java, as well as five years' experience as a certified IT security consultant.
作者簡介(中文翻譯)
Donald Norris 是一位熱衷於電子產品的愛好者和創客。他同時也是一位電子工程師,擁有生產管理的高級學位。Don 退休於美國海軍的民間政府服務,專攻聲學和數位信號處理。他還擁有超過十年的專業軟體開發經驗,使用 C、C#、C++、Python 和 Java,並且有五年的經驗擔任認證的 IT 安全顧問。