Generative AI in the Classroom: A Practical Guide for Educators

Vemula, Anand

  • 出版商: Independently Published
  • 出版日期: 2024-06-18
  • 售價: $1,130
  • 貴賓價: 9.5$1,074
  • 語言: 英文
  • 頁數: 82
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798328791984
  • ISBN-13: 9798328791984
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

Generative AI in the Classroom: A Practical Guide for Educators offers a comprehensive exploration of how generative artificial intelligence (AI) can revolutionize teaching and learning in modern education. This practical guide is tailored for educators seeking to enhance their classrooms with cutting-edge AI technologies, providing actionable insights, detailed case studies, and hands-on tutorials.

The book is divided into four main parts, each focusing on a critical aspect of integrating generative AI into educational settings:

Part I: Introduction to Generative AI

This section introduces the fundamental concepts of AI and machine learning, tracing their historical development and current applications across various fields. It explains what generative AI is, detailing different types such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformers. The section also discusses the transformative potential of generative AI in education, highlighting both its benefits and ethical challenges.

Part II: Implementing Generative AI in the Classroom

Here, the book provides a step-by-step guide on integrating AI into the curriculum. It helps educators identify suitable subjects and design AI-infused lesson plans, supported by case studies of successful implementations. The section covers AI-powered teaching tools, such as automated grading systems and personalized feedback mechanisms, offering criteria for evaluating and selecting the right tools for different educational contexts.

Part III: Practical Applications and Case Studies

This part showcases real-world applications of generative AI in education through detailed case studies and success stories. It includes practical examples and project ideas for students, resources for managing AI projects, and guidelines for fostering collaborative learning with AI. Readers will find hands-on tutorials and complete solutions, demonstrating how to create AI projects, enhance group work, and utilize AI for virtual classrooms and remote learning.

Part IV: Future of Generative AI in Education

The final section looks ahead to emerging trends and technologies in AI, predicting their future impact on education. It discusses innovations like augmented reality, emotion AI, and blockchain, offering strategies for preparing educators and students for these advancements. The book also addresses critical policy and ethical considerations, such as data privacy, equitable access, and developing responsible AI use policies.

Generative AI in the Classroom: A Practical Guide for Educators concludes with strategic recommendations for educators and policymakers, summarizing key insights and emphasizing the transformative potential of generative AI to create more personalized, engaging, and effective educational experiences. This guide is an invaluable resource for educators ready to embrace the future of learning with generative AI.

商品描述(中文翻譯)

《教室中的生成式人工智慧:教育工作者的實用指南》提供了全面探討生成式人工智慧(AI)如何徹底改變現代教育中的教學與學習。這本實用指南專為希望利用尖端AI技術提升課堂的教育工作者而設,提供可行的見解、詳細的案例研究和實作教程。

本書分為四個主要部分,每個部分聚焦於將生成式AI整合進教育環境的關鍵面向:

第一部分:生成式AI簡介
本部分介紹了AI和機器學習的基本概念,追溯其歷史發展及在各個領域的當前應用。它解釋了什麼是生成式AI,詳細說明了不同類型,如生成對抗網絡(GANs)、變分自編碼器(VAEs)和變壓器(Transformers)。本部分還討論了生成式AI在教育中的變革潛力,強調其優勢和倫理挑戰。

第二部分:在教室中實施生成式AI
在這裡,本書提供了一個逐步指南,幫助將AI整合進課程中。它幫助教育工作者識別合適的科目並設計融合AI的教學計劃,並附有成功實施的案例研究。本部分涵蓋了AI驅動的教學工具,如自動評分系統和個性化反饋機制,並提供評估和選擇適合不同教育環境的工具的標準。

第三部分:實際應用與案例研究
本部分通過詳細的案例研究和成功故事展示生成式AI在教育中的實際應用。它包括學生的實用範例和專案想法、管理AI專案的資源,以及促進與AI協作學習的指導方針。讀者將找到實作教程和完整解決方案,展示如何創建AI專案、增強小組合作,並利用AI進行虛擬教室和遠程學習。

第四部分:生成式AI在教育中的未來
最後一部分展望了AI中出現的趨勢和技術,預測它們對教育的未來影響。它討論了增強現實、情感AI和區塊鏈等創新,並提供了為教育工作者和學生準備這些進步的策略。本書還涉及關鍵的政策和倫理考量,如數據隱私、公平訪問和制定負責任的AI使用政策。

《教室中的生成式人工智慧:教育工作者的實用指南》以對教育工作者和政策制定者的戰略建議作結,總結了關鍵見解,強調生成式AI在創造更個性化、引人入勝和有效的教育體驗方面的變革潛力。這本指南是準備好擁抱生成式AI學習未來的教育工作者的寶貴資源。