Esteem AI Playground

Designed to teach machine learning(ML) to anyone without much ML or coding background.

In EAIP, you are going to use fhe following tools:

Learning Journal

You are encouraged to use a learning journal as your personal record of your experience with EAIP. We provide a learning journal for you to download

Learning Journal Template

One good pratice is to use screen capture to record your learning experience with EAIP.

Here are some videos to show how to perform a screen capture for different systems:

Activity: Capture screens and put them into your learning journal

There is also a sample learning journal with screen capture:

Learning Journal Sample

Machine Learning

Activity: Train the AI Model to identify fish or trash

https://studio.code.org/courses/k5-ai-data-2024/units/1/lessons/2/levels/2

Teachable Machine

These videos are showing show you how to use Teachable Machine to create an image model. The steps are: gather data, train the model with data, test and export the model for later use.

Gather Data

Video Tutorial

Train the Model with Data

Video Tutorial

Test the Model and Export it

Video Tutorial

Activity: Build an Image Model to Identify Horses and Donkeys

When you export your model, remind you to save the "Your Shareble Link" into learning journnal for later usages.

Gather Data

You can download the following zip file for you training data for your Image model in Teachable Machine.

https://playground.esteem.education/files/images/horses_or_donkeys_traningdata.zip

Train the Model

Create an Image project in Teachable Machine with two classes: Horses and Donkeys

Testing Data

You can download the following zip file to test your model in Teachable Machine.

https://playground.esteem.education/files/images/horses_or_donkeys_testdata.zip

EAIP Editor

Please click the following link to use the EAIP Editor

https://playground.esteem.education/tinkering/

Activity: Program with the exported Horses and Donkeys Image Model in the previous activity from Teachable Machine