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 3 (June 16- June 20)

We observe the Juneteen Holdiay. No camp on Thursday, June 19, 2025.

General Dscription: In this week, we show how to use tensorflow.js train a (machine learning) model on our web browser using a dataset of horsepower and mpg from google. Remark: the activity follows the tutorial at TFJS Training Regression

Theme of the week: Train a (machine learning) sequential model

Weekly Schedule - Week 3

Week Day
Middle School Group
High School Group
Monday
  • Morning:
    Artificial neural network --
    Use AI to create a webpage that covers the history of ANN

  • Afternoon:
    Get familiar with fensorflow and javascript
    Get familiar with layers, weights, activation
    Get familiar with html and webpage structure
    Examples: use AI to create webpages
Tuesday
  • 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 3
  • Morning:
    Using AI to add code to the webpage that
    download the TFJS library
    Download a dataset
    Visualize the dataset

  • Afternoon:
    Build a sequential model of ANN
    Split the dataset into training part and test part
    Training the model
    Test the model
    Reference: https://www. backupspirit.com/camp/2024/week3.html
Wednesday
  • Morning:
    Practice – part 1
    Select a dataset from Kaggle.com and save it to your github account
    Create a webpage that download the TFJS library
    Build a model of ANN

  • Afternoon:
    Split the dataset into training part and test part
    Train the model
    Test the model
Thursday
Juneteenth's Holiday observed!
Juneteenth's Holiday observed!
Friday
Using POE
Teach and learn those areas that are weak during the pre-test
Create webpage that covers related materials

  • Morning:
    Practice – part 2 Complete your work

  • Afternoon:
    Practice – part 2 Complete your work
Reading materials
1. AI Prompts for Creating The Webpage For Part 3
1. AI Prompts for Creating The Webpage To Train Model 1
2. The Webpage Created By Above Prompts
Work completions
Part 3: Arithmetics of decimals
1. Austin, Jaiden
2. Austin, Jorden
3. Cahill, Amanda
4. Figgins, Jaleixia
6. Jefferson, Arieyanna
7. Johnson, Amiah
8. Lewis, Jeriamiah
9. Jackson, Shaniya
10.Solomon, Lacory
11. Young, Tytiana
Part 4: Laws and properties of arithmeitc operations
1. Austin, Jaiden
2. Austin, Jorden
3. Cahill, Amanda
4. Figgins, Jaleixia
6. Jefferson, Arieyanna
7. Johnson, Amiah
8. Lewis, Jeriamiah
9. Jackson, Shaniya
10.Solomon, Lacory
11. Young, Tytiana
1.