How AI Makes Decisions: Intro to Machine Learning

How AI Makes Decisions: Intro to Machine Learning

How AI Makes Decisions: Intro to Machine Learning

This 5-week interactive course explains how AI systems learn from examples to recognize patterns, classify objects, and make predictions. Students train simple models, build feature vectors, experiment with age-appropriate AI tools, and discuss how training data and bias influence outcomes, finishing with a creative project that applies their AI literacy.

How AI Makes Decisions: Intro to Machine Learning

Paid once.

Level
Beginner
Ages
8–10
Duration
55 min
Classes
1 / Week
Weeks
5

Class Experience

This 5-week interactive course explains how AI systems learn from examples to recognize patterns, classify objects, and make predictions. Students train simple models, build feature vectors, experiment with age-appropriate AI tools, and discuss how training data and bias influence outcomes, finishing with a creative project that applies their AI literacy.

Learning Outcomes

  • Explain how AI recognizes patterns, makes predictions, and differs from random guesses

  • Train a simple machine learning model using chosen features and build feature vectors

  • Describe how training data and bias influence AI decisions

  • Evaluate pros and cons of AI tools and explain when to trust or question AI decisions

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Meet your Instructor

Runu Bhowmick

Joined August, 2026

4.7

34

Reviews

10+

Years

250+

Students

See Profile

An applied AI engineer and award-winning researcher with professional experience building and evaluating modern AI systems. Years of hands-on engineering work and research inform lessons that emphasize how machine learning models make decisions and how conversational AI functions…

Reviews

4.8

24 reviews for this class

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