Machine Learning

How RNNs (Recurrent Neural Networks) + Transformers Work

This assignment, by AI4ALL, is from the RNNs & Transformers Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well. The Summary from the site explains: This curriculum is meant to be an introductory hands-on deep …

How GANs (Generative Adversarial Networks) Work

This assignment, by AI4ALL, is from the GANs Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well. The Summary from the site explains: This is a technical curriculum about how some AI systems that generate …

AI & Ethics

This assignment, by AI4ALL, is from the AI & Ethics Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well. The Summary from the site explains: This curriculum is an interactive deep dive into the sort …

AI & Drawing

This assignment, by AI4ALL, is from the AI & Drawing Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well. The Summary from the site explains: This is a quick, one-hour introduction to AI. It is …

How Neural Networks Work

This assignment, by AI4ALL, is from the Neural Networks Google Drive, which also includes all the related materials for the activity. The assignment includes standards for K12 students, but it can easily be used in the college classroom as well. The Summary from the site explains: This curriculum is an introductory hands-on deep dive into the technical …

Artificial Intelligence and Mathematics Teaching

This policy, from the National Council of Teachers of Mathematics, highlights the role of AI in enhancing personalized learning, emphasizing the need for teachers to integrate AI ethically while maintaining their pedagogical and relational expertise. It stresses the importance of skepticism towards AI results, especially due to potential biases, and advocates for the active involvement of educators …

AI Classroom Activity: Machine Learning

This assignment, by Matthew Scadding, from Ravenswood School for Girls in Sydney‘s North Shore, teaches students how machines learn. While this activity as written was used with Year 6 students, it can be easily adapted to other levels. The Summary from the site explains: [This resource focuses on a] two-week computer programming activity to teach the concept …