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4 cards from this section. Quick, good the night before a test.
What is modelling?
Think about how you would explain modelling to a friend.
Give an example of a feature used in descriptive modelling.
Consider what you might describe about an object.
Which type of modelling aims to predict future outcomes?
Think about the purpose of each type of modelling.
True or False: Data preprocessing is vital for model training.
Consider what would happen if the data were unclean.
Create a detailed modelling plan for a system aimed at predicting customer preferences in an online store.
Think about each step carefully. What data would you gather, and how would you ensure it's useful?
Discuss the potential implications of biases in dataset during the modelling process. How can these biases affect the model outputs?
Consider the ethical implications of AI and data usage.
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