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4 cards from this section. Quick, good the night before a test.
What is the purpose of modelling in AI?
Think about how a student learns.
What type of learning uses labeled data?
Consider which learning styles use examples.
What is the main goal of the modelling phase in AI?
Consider how teaching fits into the AI lifecycle.
True or False: Unsupervised learning uses labeled data.
Think about whether the model knows the answers beforehand.
Create a K-fold cross-validation setup for a dataset of financial transactions to predict fraudulent activities. Explain each step.
Focus on ensuring that every subset is utilized in both training and testing phases.
You are tasked with selecting an algorithm for a text classification task. Discuss the factors you would consider in your decision-making process.
Consider the trade-offs between a model's flexibility and its complexity.
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