VCE Data Analytics U3O1: Artificial intelligence trends in data analytics
Students learn how AI features in software tools, prompts for visualisations, machine learning and statistical modelling are used to make predictions, decisions and recommendations.
One content description from the full VCE Data Analytics - U3O1 - Data Analytics journey. All 12 modules below are in that journey too, with the same content — add just these to a class, or the whole strand.
Modules (12)
1
How does an AI actually work?
2
Artificial intelligence features in software tools
3
Writing a prompt to generate a data visualisation
4
Refining a visualisation prompt
5
Checking an AI-generated visualisation against the data
6
Data generated by artificial intelligence
7
Machine learning for predictions
8
Statistical modelling to make predictions
9
Making predictions with FORECAST
10
Predictions, decisions and recommendations from models
11
Limits and reliability of predictions
12
Data quality: bias
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