WDD Using AI

A Project of The ASU SSEP Summer STEM Program

Albany State University, GA


Week 3 (June 17- June 21)

We observe the Juneteen Holdiay. No camp on Wednesday, June 19, 2024.

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

Monday
  • Morning
    1. Brief of tensoflow and tensorflow.js
    2. AI prompts to load libraries
    3. Test your model
  • Afternoon:
    1. Sequence vs sequential models
    2. AI prompts to load dataset and visualize dataset
    3. Activation of a layer
Tuesday
  • Morning
    1. Prepare dataset for training
    2. AI prompts to prepare dataset
  • Afternoon:
    1. Understand the layers, weights, activation
    2. AL prompts to define a machine learning model
Wednesday
Juneteenth's Holiday observed!
Thursday
  • Morning
    1. Train your model using the prepared datset
    2. AI prompts to create the code
  • Afternoon:
    1. Evaluate your model
    2. AI prompts to evaluate the model
Friday
1. Complete your work
2. Complete a survey
Reading materials
1. AI Prompts for Creating The Webpage To Train Model 1
2. The Webpage Created By Above Prompts