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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the purpose of the Modelling phase in the AI Project Cycle?
💡 Hint: Think about what happens after data exploration.
Question 2
Easy
Name one type of machine learning used in modelling.
💡 Hint: There are three main types.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the main goal of the Modelling phase in the AI Project Cycle?
- To gather data
- To create and train AI models
- To evaluate the model
💡 Hint: Think about what kind of activities are performed in this phase.
Question 2
Is supervised learning used with labeled data?
- True
- False
💡 Hint: Consider the definition of supervised learning.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
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.
Challenge and get performance evaluation