Ready to learn about machine learning? Pupils explore neutral networks and machine learning by analyzing the logic used in a single perceptron model. They consider its weaknesses and then use a multi-layer perceptron model to run simulations.

Concepts

artificial intelligence, computer science, logic, parameters, technology resources

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Instructional Ideas

• Invite a computer scientist to take part in the lesson and give a presentation
  

Classroom Considerations

• There is an associated lesson, How Does Machine Learning Work?
• Worksheet assumes that the program has been downloaded to computers
  

Pros

• Provides a PowerPoint to use with the class
• Lists appropriate vocabulary terms and their definitions
  

Cons

• None

Common Core

MP4 HSA-SSE.A.1.a HSA-SSE.A.1.b HSS-ID.B.5 HSS-ID.B.6.a HSS-ID.B.6.b HSS-ID.B.6.c