AI/ML Literacy And Training ML Models Using Web Browsers

ASU Center for Blockchain Innovation and Emerging Technology

Albany State University, GA

Summer 2025


Week 4 (June 23- June 27)

General Dscription: In this week, we build a new model, based on Convulutional Neural Network (CNN) that can recognize handwriting digits. The activities follow the tutorial at TFJS train a classification model

Theme of the week: A CNN model of image classification.

Weekly Schedule - Week 4

Week Day
Middle School Group
High School Group
Monday
  • Morning
    Using AI to create a webpage that covers
    History of convolutional neural network
    The basics of drawing

  • Afternoon:
    Convolution operation on images: from images to drawing
    Examples of convolution calculation
    Popular coding libraries: keras and tensorflow.
Tuesday
  • Morning
    Using POE
    Teach and learn those areas that are weak during the pre-test
    Create webpage that covers related materials

  • Afternoon:
    reate a post-test that covers contents in part 5
  • Morning
    Using AI to add code to the webpage that
    Download a dataset from Github
    Visualize the dataset
    Use tensorlfow and keras libraries

  • Afternoon:
    Complete your work
Wednesday
  • Morning
    Part 6 of 6th grade math-Using POE to
    create a webpage of a pre-test 40 questions covers contents in part 6
    Teach and learn those areas that are weak during the pre-test

    Reference: GA Curriculum For 6th Grade Math - Part 6: Planar Geometry

  • Afternoon:
    Create webpage that covers related materials
  • Morning
    Using AI to add code to the webpage that
    Download a dataset from Github
    Visualize the dataset

  • Afternoon:
    Use tensorlfow and keras libraries
    Complete your work
Thursday
  • Morning
    Using POE
    Teach and learn those areas that are weak during the pre-test
    Create webpage that covers related materials

  • Afternoon:
    Teach and learn those areas that are weak during the pre-test
    Create webpage that covers related materials
  • Morning
    Using AI to add code to the webpage that
    Define a CNN model
    Training your model

  • Afternoon:
    Test your model
Friday
  • Morning
    Using POE
    Teach and learn those areas that are weak during the pre-test
    Create webpage that covers related materials

  • Afternoon:
    Create a post-test that covers contents in part 6
Reading materials
1. Prompt for week 4
2. Part 5
3. Part 6
1. AI Prompts For Creating A Webpage To Train A Convolutional Neural Network
2. The CNN Model Created By AI Prompts In Above Document