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4 cards from this section. Quick, good the night before a test.
What is the purpose of the Modelling phase in the AI Project Cycle?
Think about what happens after data exploration.
Name one type of machine learning used in modelling.
There are three main types.
What is the main goal of the Modelling phase in the AI Project Cycle?
Think about what kind of activities are performed in this phase.
Is supervised learning used with labeled data?
Consider the definition of supervised learning.
You have been given a dataset for predicting house prices. Describe how you would approach modeling this data using various algorithms, including the evaluation of their performance.
Think about your approach to feature selection, training, and evaluation.
In developing a fraud detection model, explain how you could refine your model after finding that it has a high rate of false positives.
Consider what adjustments can be made to improve accuracy.
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