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Hands-On AI Projects for the Classroom: A Guide for Computer Science Teachers
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CC BY-NC-SA
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The projects in this guide use a student-driven approach to learning. Instead of simply learning about AI through videos or lectures, the students completing these projects are active participants in their AI exploration. In the process, students work directly with innovative AI technologies, participate in “unplugged” activities that further their understanding of how AI technologies work, and create various authentic products—from machine learning models to video games—to demonstrate their learning.



Project 1: Programming with Machine Learning

Project 2: AI-Powered Players in Video Games

Project 3: Using AI for Robotic Motion Planning

Project 4: Machine Learning as a Service



Visit the ISTE website with all the free practical guides for engaging students in AI creation: https://www.iste.org/areas-of-focus/AI-in-education

Subject:
Computer Science
Educational Technology
Professional Learning
Science
Material Type:
Lesson
Lesson Plan
Module
Unit of Study
Provider:
ISTE
Provider Set:
Artificial Intelligence
Author:
General Motors
International Society for Technology in Education (ISTE)
Date Added:
08/29/2024
Hands-On AI Projects for the Classroom: A Guide for Elementary Teachers
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CC BY-NC-SA
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This guide provides student-driven projects that can directly teach subject area standards in tandem with foundational understandings of what AI is, how it works, and how it impacts society.



Instead of simply learning about AI through videos or lectures, the students completing these projects are active participants in their AI exploration. In the process, students work directly with innovative AI technologies, participate in “unplugged” activities that further their understanding of how AI technologies work, and create various authentic products—from presentations to designing an AI robot—to demonstrate their learning.

• Project 1: What AI Does Well and Does Not Do Well

• Project 2: Training Data and Machine Learning

• Project 3: Senses vs. Sensors

• Project 4: Navigation and AI



Visit the ISTE website with all the free practical guides for engaging students in AI creation: https://www.iste.org/areas-of-focus/AI-in-education

Subject:
Computer Science
Educational Technology
Professional Learning
Science
Material Type:
Lesson
Lesson Plan
Module
Unit of Study
Provider:
ISTE
Provider Set:
Artificial Intelligence
Author:
General Motors
International Society for Technology in Education (ISTE)
Date Added:
08/29/2024
Hands-On AI Projects for the Classroom: A Guide for Secondary Teachers
Conditional Remix & Share Permitted
CC BY-NC-SA
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This guide provides student-driven projects that can directly teach subject area standards in tandem with foundational understandings of what AI is, how it works, and how it impacts society. Several key approaches were taken into consideration in the design of these projects. Understanding these approaches will support both your understanding and implementation of the projects in this guide, as well as your own work to design further activities that integrate AI education into your curriculum.



Project 1: AI Chatbots

Project 2: Developing a Critical Eye

Project 3: Using AI to Solve Environmental Problems

Project 4: Laws for AI



Visit the ISTE website with all the free practical guides for engaging students in AI creation: https://www.iste.org/areas-of-focus/AI-in-education

Subject:
Computer Science
Educational Technology
Professional Learning
Science
Material Type:
Lesson
Lesson Plan
Module
Unit of Study
Provider:
ISTE
Provider Set:
Artificial Intelligence
Author:
General Motors
International Society for Technology in Education (ISTE)
Date Added:
08/29/2024
Hands-On AI Projects for the Classroom: A Guide on Ethics and AI
Conditional Remix & Share Permitted
CC BY-NC-SA
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In this guide, students’ exploration of AI is framed within the context of ethical considerations and aligned with standards and concepts, and depths of understanding that would be appropriate across various subject areas and grade levels in K–12. Depending on the level of your students and the amount of time you have available, you might complete an entire project, pick and choose from the listed activities, or you might take students’ learning further by taking advantage of the additional extensions and resources provided for you. For students with no previous experience with AI education, exposure to the guided learning activities alone will create an understanding of their world that they likely did not previously have. And for those with some background in computer science or AI, the complete projects and resources will still challenge their thinking and expose them to new AI technologies and applications across various fields of study.



Project 1: Fair's Fair

Project 2: Who is in Control?

Project 3: The Trade-offs of AI Technology

Project 4: AI and the 21st Century Worker



Visit the ISTE website with all the free practical guides for engaging students in AI creation: https://www.iste.org/areas-of-focus/AI-in-education.

Subject:
Computer Science
Educational Technology
Professional Learning
Science
Material Type:
Lesson
Lesson Plan
Module
Unit of Study
Provider:
ISTE
Provider Set:
Artificial Intelligence
Author:
General Motors
International Society for Technology in Education (ISTE)
Date Added:
08/29/2024
Simple Starters for AI Literacy and Digital Citizenship Learning
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When surveyed last spring, half of teachers felt that artificial intelligence (AI) would make their jobs more challenging. Even more noteworthy, 96% reported not receiving any training on the topic of AI. In our own small survey at New York’s NYSCATE Annual conference last November, we saw a range of emotions on the topic from excitement to fear. Teaching digital citizenship, a broad multidisciplinary subject, was already challenging. But how to incorporate emerging AI technologies into it?

Subject:
Educational Technology
Professional Learning
Material Type:
Reading
Provider:
ISTE
Provider Set:
Artificial Intelligence
Date Added:
08/28/2024
Using AI for Equitable Lesson Planning
Restricted Use
Copyright Restricted
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As educators, we strive to create personalized learning experiences for every student and every class. However, with limited time, this can be challenging. What if we could enhance this practice with artificial intelligence?

Subject:
Educational Technology
Professional Learning
Material Type:
Reading
Provider:
ISTE
Provider Set:
Artificial Intelligence
Date Added:
08/28/2024
Using AI to Support Teacher Coaching
Restricted Use
Copyright Restricted
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When I became a coach at St. Vrain Valley Schools more than a decade ago, I was passionate about supporting early-career teachers. That passion remains today. There’s nothing more fulfilling than providing effective coaching to help my colleagues develop and grow.

Subject:
Educational Technology
Professional Learning
Material Type:
Reading
Provider:
ISTE
Provider Set:
Artificial Intelligence
Date Added:
08/28/2024