Understanding Artificial Intelligence: Fundamentals and Applications (Hardcover)

Liu, Albert Chun-Chen

  • 出版商: Wiley
  • 出版日期: 2022-09-21
  • 定價: $1,700
  • 售價: 9.5$1,615
  • 語言: 英文
  • 頁數: 224
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 111985833X
  • ISBN-13: 9781119858331
  • 相關分類: 人工智慧
  • 立即出貨 (庫存 < 3)

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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》

提供各個專業的學生一個清晰且易於理解的人工智慧新技術和應用概述。

人工智慧(AI)廣義上被定義為電腦程式模擬人類思維功能。結合神經網絡(NN)、大數據(BD)和物聯網(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人工智慧來執行任務。隨著人工智慧的崛起,未來的就業市場將會截然不同,許多工作將會消失,但也將出現新的工作和機會。

《理解人工智慧:基礎與應用》涵蓋了人工智慧的基本概念和關鍵技術,同時探討了它對未來工作的影響。這本易於理解的教科書不需要先前的人工智慧背景,它討論了醫療保健、金融、零售、製造、農業、政府和智慧城市發展等領域中的人工智慧挑戰。每一章節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,並整合軟體和硬體進行機器人開發。此外,本書還包括:

- 專注於不同行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
- 詳細介紹人工智慧技術,如機器視覺(MV)、自然語言處理(NLP)和無人機(UAV)
- 描述各種人工智慧計算平台,包括Google Tensor Processing Unit(TPU)和Kneron Neural Processing Unit(NPU)
- 強調新的人工智慧硬體和架構的發展

《理解人工智慧:基礎與應用》是一本優秀的教科書,適用於商業、人文、藝術、科學、醫療保健、工程等各個本科專業的學生。對於希望了解人工智慧如何改變自己特定領域的專業人士來說,這本書也是一個寶貴的指南。

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)

Albert Liu, PhD 是 Kneron 的 CEO,也是台灣清華大學、交通大學和成功大學的兼任副教授。

Oscar Ming Kin Law, PhD 目前是高通公司的高級員工。他在半導體行業擁有超過20年的經驗,並在各個領域發表了60多項專利。

Iain Law 是聖地牙哥的Canyon Crest Academy的高年級學生。他參與了幾個人工智能項目,包括LEGO智能機器人和DJI Tello智能無人機。