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Teach Teens Computing

Understanding AI for Educators

5.0

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Artificial intelligence (AI) is everywhere, so young people need to understand what it is and how it might affect them. But what do you need to know to help them learn what AI systems can do and make informed decisions about how they can ethically take advantage of this technology?

In this three-week course from the Raspberry Pi Foundation, you'll learn about the different types of AI tools that are available, and how they may affect the world of work and learning. You'll find out about the types of problems that AI tools can help to solve, try some out for yourself, and consider how you can discuss the risks, opportunities, and ethical considerations surrounding AI technology with young learners.

This course is part of Experience AI, a free educational programme developed in collaboration by the Raspberry Pi Foundation and Google DeepMind. Experience AI provides cutting-edge resources on AI and machine learning for teachers and their students aged 11 to 14.

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What's inside

Learning objectives

Over the next 3 weeks, you will:
Build your knowledge about the types of ai systems, both predictive and generative.
Evaluate the impacts of ai tools on work and education, and how you and your learners can ethically use ai tools.

Investigate the types of problems that ai tools can help to solve and recognise their limitations.
Consider the risks of using ai tools, and how you can help mitigate these risks for your learners.
Prompt an ai "chatbot" and an image generator, and discover how knowing more about how these tools work can help you improve their outputs.

Over the next 3 weeks, you will:
Build your knowledge about the types of ai systems, both predictive and generative.
Evaluate the impacts of ai tools on work and education, and how you and your learners can ethically use ai tools.
Investigate the types of problems that ai tools can help to solve and recognise their limitations.
Consider the risks of using ai tools, and how you can help mitigate these risks for your learners.
Prompt an ai "chatbot" and an image generator, and discover how knowing more about how these tools work can help you improve their outputs.

Syllabus

The course will cover:

How artificial intelligence moved from being a sci-fi plot point to real-life systems and tools

What machine learning is, and how it enables AI systems and models

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Examines various types of AI tools, their features, and applications

Introduces ethical considerations and risks associated with AI tools, enhancing learners' responsible use and understanding

Provides practical experience in using AI tools like chatbots and image generators, fostering hands-on learning

Delves into the technical foundations of AI, including machine learning and its role in enabling AI systems

Suitable for educators and learners interested in developing a comprehensive understanding of AI and its implications

May require foundational knowledge in technology or computer science for optimal comprehension

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Reviews summary

Ai for educators: clear, ethical, practical

According to learners, this course provides a largely positive experience, offering a clear and accessible introduction to AI specifically for educators. Students appreciate how the course demystifies complex AI concepts and makes them approachable for teaching teens. A significant strength highlighted is the practical focus, including hands-on activities with chatbots and image generators and insights into prompt engineering. Many reviewers found the emphasis on ethical considerations and risks to be particularly valuable and relevant. While some intermediate learners noted that certain topics felt a bit surface-level, the course is consistently praised as an excellent foundational resource, especially for those new to AI who wish to effectively teach these concepts in a classroom setting. The content is considered current and highly relevant for today's educational landscape.

Offers valuable practical experience with modern AI tools.

"I particularly appreciated the focus on ethical considerations and the hands-on activities with chatbots and image generators."

"The hands-on examples of using AI tools were incredibly helpful."

"The content on prompt engineering for LLMs was very current."

Covers crucial ethical considerations and risks of AI.

"I particularly appreciated the focus on ethical considerations and the hands-on activities with chatbots and image generators."

"The ethical discussions were particularly valuable."

"I did appreciate the emphasis on safety and ethical use, which is crucial for young learners."

Provides strategies for teaching AI to young learners.

"It gave me the confidence to discuss complex topics with my students."

"The course gives practical examples and helps you think about how to apply these ideas in the classroom. It's truly geared towards teaching..."

"It's not just about understanding AI, but specifically about how to *teach* it to a younger audience."

Simplifies complex AI concepts for educators.

"The content is well-structured, easy to understand, and highly practical."

"The Raspberry Pi Foundation has done a great job explaining complex concepts simply."

"The course demystifies AI and makes it approachable for anyone, especially educators who need to convey these ideas to students."

Some wish for more advanced content or interactivity.

"I wish there were more advanced resources or challenges for those who want to dive deeper after completing the course."

"Could perhaps benefit from more interactive quizzes."

"My only suggestion would be to update examples regularly as AI technology evolves so quickly."

Excellent for novices, but may lack depth for those with prior AI knowledge.

"My only minor critique is that some parts felt a bit surface-level for someone who already knew a little about AI..."

"...but it's perfect for complete beginners in this area."

"The course is fine for an absolute beginner, but if you have any prior knowledge of AI, you might find it too basic."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Teach Teens Computing: Understanding AI for Educators with these activities:

Review Machine Learning Basics

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Start the course with a thorough understanding of the fundamental principles and terminology of machine learning, which will greatly aid in your comprehension of the course materials.

Browse courses on Machine Learning

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Review your notes and textbooks from previous coursework in machine learning.
Complete online tutorials or practice exercises to refresh your memory on key concepts.

Compile AI Resources

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Organize and expand your knowledge by gathering relevant resources on AI, enhancing your understanding of the subject matter.

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Search and collect articles, tutorials, and videos related to AI concepts and applications.
Create a digital or physical compilation of these resources for easy reference.

Practice with AI Tools

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Get hands-on experience with different types of AI tools to reinforce your learning and build confidence.

Browse courses on AI Tools

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Use online platforms or libraries to experiment with image generators.
Engage with chatbots to test their capabilities and explore natural language processing.

Four other activities

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Attend an AI Workshop

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Deepen your understanding of specific AI topics by attending workshops led by experts in the field.

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Research and identify AI workshops that align with your interests.
Register for and participate in the workshops to gain hands-on experience and insights.

Explore AI Applications

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Gain a broader perspective on the usage of AI in various industries and domains to understand its potential impact.

Browse courses on AI Applications

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Follow online tutorials or attend webinars on the applications of AI in different sectors.
Research and read case studies of successful AI implementations.

Discuss AI Ethics

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Engage in discussions with peers to explore the ethical implications of AI and foster responsible decision-making.

Browse courses on AI Ethics

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Join online forums or discussion groups dedicated to AI ethics.
Organize or participate in study groups to delve deeper into the ethical considerations surrounding AI.

Develop an AI-Powered Solution

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Apply your knowledge to create a practical AI-based solution, demonstrating your understanding and problem-solving skills.

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Identify a problem or challenge that AI could potentially solve.
Design and develop an AI-powered solution to address the identified problem.
Test and evaluate the performance of your solution.

Career center

Learners who complete Teach Teens Computing: Understanding AI for Educators will develop knowledge and skills that may be useful to these careers:

Reading list

We've selected 50 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Teach Teens Computing: Understanding AI for Educators.

Hands-On Machine Learning with Scikit-Learn, Keras,...

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The premier applied machine learning masterwork, taking practitioners through intuitive concept breakdowns, production-grade Scikit-Learn workflows, and deep neural architecture implementations.

Teach Teens Computing

What's inside

Learning objectives

Syllabus

Traffic lights

Save this course

Reviews summary

Ai for educators: clear, ethical, practical

Activities

Career center

Reading list

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