Understanding Artificial Intelligence: Fundamentals and Applications (Hardcover)
暫譯: 理解人工智慧：基礎與應用（精裝版）
Liu, Albert Chun-Chen
- 出版商: Wiley
- 出版日期: 2022-09-21
- 售價: $1,700
- 貴賓價: 9.8 折 $1,666
- 語言: 英文
- 頁數: 224
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 111985833X
- ISBN-13: 9781119858331
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相關分類:
Machine Learning
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商品描述
Understanding Artificial Intelligence
Provides students across majors with a clear and accessible overview of new artificial intelligence technologies and applications
Artificial intelligence (AI) is broadly defined as computers programmed to simulate the cognitive functions of the human mind. In combination with the Neural Network (NN), Big Data (BD), and the Internet of Things (IoT), artificial intelligence has transformed everyday life: self-driving cars, delivery drones, digital assistants, facial recognition devices, autonomous vacuum cleaners, and mobile navigation apps all rely on AI to perform tasks. With the rise of artificial intelligence, the job market of the near future will be radically different many jobs will disappear, yet new jobs and opportunities will emerge.
Understanding Artificial Intelligence: Fundamentals and Applications covers the fundamental concepts and key technologies of AI while exploring its impact on the future of work. Requiring no previous background in artificial intelligence, this easy-to-understand textbook addresses AI challenges in healthcare, finance, retail, manufacturing, agriculture, government, and smart city development. Each chapter includes simple computer laboratories to teach students how to develop artificial intelligence applications and integrate software and hardware for robotic development. In addition, this text:
- Focuses on artificial intelligence applications in different industries and sectors
- Traces the history of neural networks and explains popular neural network architectures
- Covers AI technologies, such as Machine Vision (MV), Natural Language Processing (NLP), and Unmanned Aerial Vehicles (UAV)
- Describes various artificial intelligence computational platforms, including Google Tensor Processing Unit (TPU) and Kneron Neural Processing Unit (NPU)
- Highlights the development of new artificial intelligence hardware and architectures
Understanding Artificial Intelligence: Fundamentals and Applications is an excellent textbook for undergraduates in business, humanities, the arts, science, healthcare, engineering, and many other disciplines. It is also an invaluable guide for working professionals wanting to learn about the ways AI is changing their particular field.
商品描述(中文翻譯)
理解人工智慧
為各專業的學生提供清晰且易於理解的新人工智慧技術與應用概述
人工智慧（AI）廣泛定義為被編程以模擬人類思維認知功能的電腦。結合神經網絡（Neural Network, NN）、大數據（Big Data, BD）和物聯網（Internet of Things, IoT），人工智慧已經改變了日常生活：自駕車、送貨無人機、數位助理、臉部識別設備、自動吸塵器和行動導航應用程式都依賴AI來執行任務。隨著人工智慧的興起，未來的就業市場將會徹底改變，許多工作將會消失，但新的工作和機會也將會出現。
理解人工智慧：基礎與應用涵蓋了AI的基本概念和關鍵技術，同時探討其對未來工作的影響。本書不需要任何人工智慧的先前背景，這本易於理解的教科書針對醫療、金融、零售、製造、農業、政府和智慧城市發展中的AI挑戰進行了探討。每一章都包含簡單的電腦實驗室，教導學生如何開發人工智慧應用程式並整合軟體和硬體以進行機器人開發。此外，本書：
- 專注於不同產業和領域中的人工智慧應用
- 追溯神經網絡的歷史並解釋流行的神經網絡架構
- 涵蓋AI技術，如機器視覺（Machine Vision, MV）、自然語言處理（Natural Language Processing, NLP）和無人機（Unmanned Aerial Vehicles, UAV）
- 描述各種人工智慧計算平台，包括Google張量處理單元（Tensor Processing Unit, TPU）和Kneron神經處理單元（Neural Processing Unit, NPU）
- 強調新型人工智慧硬體和架構的發展
理解人工智慧：基礎與應用是商業、人文、藝術、科學、醫療、工程及許多其他學科的本科生的優秀教科書。對於希望了解AI如何改變其特定領域的在職專業人士來說，這也是一本寶貴的指南。
作者簡介
Albert Liu, PhD, is the CEO of Kneron and an Adjunct Associate Professor at National Tsing Hua University, National Chiao Tung University, and National Cheng Kung University, Taiwan.
Oscar Ming Kin Law, PhD, is currently a senior staff member at Qualcomm Inc. He has over 20 years' experience in the semiconductor industry and has published more than 60 patents in various areas.
Iain Law is a rising senior at Canyon Crest Academy, San Diego. He has worked on several artificial intelligence projects including the LEGO smart robot and DJI Tello smart drone.
作者簡介(中文翻譯)
劉阿伯特博士是Kneron的執行長，並擔任國立清華大學、國立交通大學及國立成功大學的兼任副教授。
羅明健博士目前是高通公司的一名高級員工。他在半導體產業擁有超過20年的經驗，並在各個領域發表了超過60項專利。
伊恩·羅是聖地牙哥Canyon Crest Academy的高年級學生。他參與了多個人工智慧專案，包括LEGO智慧機器人和DJI Tello智慧無人機。
