WDD Using AI

A Project of The ASU SSEP Summer STEM Program

Albany State University, GA


Week 2 (June 10- June 14)

General Dscription: In this week, we will introduce a mininum content of JavaScript that will be used to train a model using TensorFlow. Then, we will discuss a bit about linear regression, logistic regression, supervised and unsupervised machine learning.

Theme of the week: A bit about JavaScript, TensorFlow.js and machine learning

Weekly Schedule - Week 2

Monday
  • Morning
    1. Brief og Javascript
    2. AI prompts for creating JavaScript
    3. Functions to handle event
  • Afternoon:
    1. Line through 1, 2, 3, 4, ore more points
    2. Linear function and regression 3. How to choose the "best" one? -- calculating a cost function
Tuesday
  • Morning
    1. Get familiar with javascript coding
    2. Identify AI prompts and corresponding JS coding
  • Afternoon:
    1. Multivariate linear regression
    3. Calcuating a cost function
Wednesday
  • Morning
    1. Jupyter notebook style
    2. Tips for creating Jupyter like webpages
  • Afternoon:
    1. Artifical Neural Network
    2. Designing a linear gression model
Thursday
  • Morning
    1. tensorflow.js
    2. AI prompts: to use TensorFlow.js
  • Afternoon:
    1. Convolutional Neural Network
    2. Designing a CNN model
Friday
  • Morning
    1. Train Machine Learning models in web browser
    2. A structure of a webpage for training a model
  • Afternoon:
    1. Supervised vs unsupervised Machine learning
    2. QA for knowledge
    3. Complete a survey
Reading materials
1. Brief of HTML/CSS/JAVASCRIPT
2. Brief of Machine Learning
3. Prompts for creating the skeleton
4. The javascript for click in DIV 3 and display on the right