Название: How to Teach AI: Weaving Strategies and Activities into Any Content Area
Автор: Rachelle Dene Poth
Издательство: International Society for Technology in Education
Год: 2024
Страниц: 193
Язык: английский
Формат: epub (true)
Размер: 21.5 MB
Get practical tools and strategies for teaching AI across the K-12 curriculum with this accessible guide. As AI continues to transform our world, educators have a responsibility to stay current with the changes, and ensure that students have the necessary knowledge and skills to succeed in the future. Written by an educator who is currently teaching on this topic, How to Teach AI shares practical strategies and tools based on what good practice looks like in the classroom right now. Readers will build confidence in integrating AI into their curriculum so they can effectively prepare students for their careers. In the chapters that follow, you will find accessible and practical tools to help you teach about and leverage the power of AI in your instructional practice. We will discuss the foundations of AI, such as algorithms, Machine Learning, Natural Language Processing, neural networks, and Generative AI (including the ubiquitous ChatGPT), and I’ll provide examples of how these technologies are being implemented in various industries, as well as their impact on education. Machine Learning (ML) is a component of Artificial Intelligence in which computer systems enhance their proficiency in tasks by analyzing data and patterns. Machine Learning relies on algorithms that have been trained on data, such as statistical models. These specialized algorithms then respond to this data, seek patterns in it, and learn from it so they can better analyze new, similar information. As an AI program’s knowledge base grows, it will continue to improve on past iterations (as it has been programmed to do), which, in turn, will expand the realm of possibilities for what it can do. Developed by OpenAI, ChatGPT is an upgrade from GPT-3 (Generative Pre-Trained Transformer 3), a trained language model that uses Deep Learning and can simulate human conversation.
