Fixed periodAges 8-16Intermediate, Advanced

Responsible ML Maker

Train models + model cards in Claude; compare AI assistants.

3 Month Course · 24 live sessions · Part-Time ~24 wk · Full-Time ~12 wk

Program overview

About Responsible ML Maker

How this program is structured, what students learn, and the tools they use along the way.

Students explore supervised projects on Machine Learning for Kids and Teachable Machine, move to Google Colab for metrics, then author kid-friendly model cards in Anthropic Claude—comparing how ChatGPT, Gemini, and Copilot explain results.

Skills

Machine learningFairness

Tools

Teachable MachineMachine Learning for KidsGoogle Colab

Program structure

Step-by-step progression

1Month 1: Ethics
2Machine Learning for Kids & Teachable Machine
3Month 2: Colab & metrics
4Month 3: Model cards in Claude

Schedule

10 units · 12–24 live classes

Key learning

How training data shapes AI decisions
Build guided classifiers on Machine Learning for Kids (supervised)
Train classifiers in Teachable Machine
Move to Colab for numbers and simple metrics
Write a kid-friendly model card in Claude
Explain fairness, limits, and when NOT to deploy

Learning outcomes

Trained model + evaluation table
Model card families can read
Final presentation with tool comparison

Technology & tools

Teachable MachineMachine Learning for KidsGoogle ColabAnthropic ClaudeOpenAI ChatGPTGoogle Gemini

Sample projects

Kind vs. unkind text detector (bounded)
Recycling vs. trash vision helper
Noise level classifier

Learning pathway

Detail curriculum

Step-by-step levels for Responsible ML Maker — topics, skills, and tools at each stage.

Each live class begins with our ethics minute: What could go wrong? When do I pause and ask an adult? We never share private information with any AI.

Topics

Real-world bias headlines (age-appropriate)

Consent & representation

Class norms

Key learning areas

Fairness

Skills you'll gain

Empathy

Tools & software

Google SlidesAnthropic Claude

Prerequisites: None

Class structure: Story circles · charter

Investment

Tuition options

One course price. Part-time is one session a week. Full-time is two sessions a week, so it finishes in half the time.

Part-Time
24 weeks · 1 session/week
$649.00 course
Full-Time
12 weeks · 2 sessions/week
$849.00 course

Part-Time: $649.00 course · Full-Time: $849.00 course

Winter Special: 15% discount on all courses.