Single Neuron Simulator
Interactive Google Sheets Simulator
An interactive single neuron simulator built in Google Sheets that allows students to experiment with inputs, weights, and activation functions.
Extended Single Neuron Worksheet
Zestimate Application Case Study
A one-hour instructional module applying neural network concepts to Zillow’s Zestimate property valuation model.
Large Language Models (LLMs) Demonstrations
Softmax in Excel
Video demonstration of the Softmax function in Excel by Tingting Chung.
Attention in Excel
Video demonstration of the Attention mechanism in Excel by Tingting Chung.
Online Readings
- Zicherman, N. (2024). “How AI works.” Every.
- Wilber, J. (2023). “Neural networks.” MLU Explain.
- Roose, K. (2023). “How does ChatGPT really work?” The New York Times.
- Hutson, M. (2024). “How does ChatGPT ‘think’?” Nature.
Recommended Books
AI The Magic Box
Chung, Bangarian, Chung, Seay, and Yang (2024). An activity book on Artificial Intelligence.
Artificial Intelligence: A Guide for Thinking Humans
Mitchell (2020). A thoughtful exploration of AI capabilities and limitations.
All-in On AI
Davenport and Mittal (2023). How smart companies win big with artificial intelligence.