Artificial intelligence curriculum for primary and secondary schools
AI in Informatics at Secondary and Secondary School
Dataset
Card 01 from the Machine Learning deck
Dataset
The Dataset methodology opens the package with a machine learning theme. It deals with the preparation of data from which artificial intelligence systems learn. In the activity, students play an alien detective agency. Their task is to find out which alien family a little foundling who suddenly appears in their village belongs to.
Information about lessons
Subsidies
45-90 minutes
Vintages or preconceptions
2. primary school level and multi-year grammar schools
Aids
Educator: sets of cards in alien families, worksheets, projection equipment, presentation
Building stones
Dataset
What pupils learn
The dataset is data prepared for training artificial intelligence systems.
Why is it taught
Goal for the Machine Learning deck of cards: Critically assess the decision making of AI systems.
How do we know if they've learned
Students will explain the concept of a dataset and describe the process of creating one.
Outputs of the RVP
Data, Information, and Modeling
I-9-1-04 assesses whether the model has all the data needed to solve the problem; locates the error in the model and corrects it
Bloom's taxonomy
Memorization: Students learn about the concept of a dataset and its meaning.
Analysis: Students distinguish attributes in different classes of aliens and determine which key features were critical in classifying the find.
Digital competences
Information and communication
Five Big Ideas
1-B-II Processing (feature extraction)
2-A-II Symbolic Representation
3-A-II Essence of learning (finding patterns in data)
