Machine learning using the micro:bit

Lessons (6)

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AI and machine learning applications

I can justify the use of artificial intelligence (AI) to solve a problem.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Gathering data for a model

I can record and label movement data.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Training and testing a model

I can train a machine learning model and test the model’s predictions.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Improving a model

I can make changes to how my model is trained to improve the accuracy of the output.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Building a data-driven application

I can build a simple application that uses predictions from a machine learning model to control program flow.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

Documenting and evaluating a machine learning model

I can create a model card to document a machine learning model.

1 Slide deck
1 Worksheet
2 Quizzes
1 Video

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