WDD Using AI

A Project of The ASU SSEP Summer STEM Program

Albany State University, GA


Week 4 (June 24- June 28)

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

Monday
  • Morning
    1. Convolutional neural network
    2. AI prompts for a new webpage to train model 2
  • Afternoon:
    1. Convolution+pooling examples
    2. AI prompts to load libraries
Tuesday
  • Morning
    1. Prepare dataset
    2. AI prompts to prepare the dataset
  • Afternoon:
    1. Images and labels
    2. AI prompts to preview images and their labels
Wednesday
  • Morning
    1. Define a CNN
    2. AI prompts to define a CNN
  • Afternoon:
    1. Batch and epoch
    2. AI prompts to train your model
Thursday
  • Morning
    1. Train and test your model
    2. AI prompts for training and creating a confusion matrix
  • Afternoon:
    1. Complete your work
Friday
  • Morning
    1. Complete your work
    2. Upload to github
    3. Survey
  • Afternoon:
    1. Certificates and showcase your work
    2. Pictures and wrap up
Reading materials
1. AI Prompts For Creating A Webpage To Train A Convolutional Neural Network
2. The CNN Model Created By AI Prompts In Above Document