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4 cards from this section. Quick, good the night before a test.
Define modelling in AI.
Think about how humans use models to make decisions.
What are the two types of modelling?
One looks at past data, the other predicts future outcomes.
What is modelling in AI?
It helps in making predictions.
True or False: Descriptive modelling is used for predicting future outcomes.
What is the primary focus of descriptive modelling?
Analyze the implications of using biased datasets in developing an AI model. What steps would you take to mitigate this issue?
Consider ways to improve fairness in predictions.
Design a modelling approach for a new AI application intended to predict student performance based on historical data. Discuss your choice of model and data.
Think about the type of data you would need to ensure accuracy in predictions.
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