Week 1

When: June 3- June 7, 9am-4pm with one-hour break from 11am to 12pm
Who: Ping Wang, Justin Hardin, Ben Alexander
What: Planetary explorations and planetary images, Python basics with matrix arithmetic, linear transformations, and image processing, How to use AI tools to creat artworks, digital stories and apps
Textbook: Python in high school - Algorithms and mathematics by Arnaud Bodin

A few things for Week 1:

• Introduction to Mars
• Satellite Imagery and Remote Sensing
• Mars Missions
• HiRISE
• Element Maps
• Materials on the Moon
• Introduction to the Moon
• Missions to the Moon (1)
• Missions to the Moon (2)

• Missions to the Moon (3)

• 01-basics
• 01-exercises
• 02-exercises
• 02-matrix-images
• 02-for-loops-functions
• 03-dictionaries
• 03-plots
• 04-tuples
• 04-rotation-matrix
• 04-Patrick Winston on Decision Tree
• 04-pandas
• 05-json
• 05-html

Colabs for you to try:

• color-transfer [article]
• style-transfer [article]
• stable-diffusion-webui
• chatbot

Week 2

When: June 10- June 14, 9am-4pm with one-hour break from 11am to 12pm
Who: Layal Bou Hamdan
What: Math for AI/ML for high school students

• day1.ipynb

• day1_practice.ipynb

• day2.ipynb

• day2_practice.ipynb

• day3.ipynb

• day3_practice.ipynb

• day4.ipynb

• day4_practice.ipynb

• day5.ipynb
• day5_practice.ipynb

Week 3

When: June 17- June 21, 9am-4pm with one-hour break from 11am to 12pm
Who: Pengyu Hong, Zhengyang Zhou
What: Convolutional Neural Networks, and other topics

AI/ML

• Introduction to AI/ML

• Main types of ML

• KMeans_colab
• Linear_regression_colab
• KMeans_data1
• KMeans_data2
• customer_data

MLP

• hand_written_digit_recognition_colab

• style_transfer

Convolutional Neural Netowrks

• convolution_colab
• hand_written_digit_recognition_with_cnn_colab
• simplified_butterfly_recognition_colab
• butterfly_recognition_colab
• an interative demo for practice

Vision Transformer

• vision_transformer_slides
• word_embedding_colab
• simplified_vit_butterfly_recognition_colab
• vit_butterfly_recognition_colab

Diffusion Models

• diffusers_colab

More reading materials:

• stanford AI index annual report
• stanford AI index annual report and more