Practice - Modelling
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Practice Questions
Test your understanding with targeted questions
What is the purpose of the Modelling phase in the AI Project Cycle?
💡 Hint: Think about what happens after data exploration.
Name one type of machine learning used in modelling.
💡 Hint: There are three main types.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main goal of the Modelling phase in the AI Project Cycle?
💡 Hint: Think about what kind of activities are performed in this phase.
Is supervised learning used with labeled data?
💡 Hint: Consider the definition of supervised learning.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
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.
💡 Hint: 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.
💡 Hint: Consider what adjustments can be made to improve accuracy.
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Reference links
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