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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the main purpose of data in an ML system?
💡 Hint: Think about what you need to start learning.
Question 2
Easy
Define what a model does in machine learning.
💡 Hint: Consider what it means to learn from something.
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 role of data in a machine learning system?
- To provide algorithms
- To train the model
- To generate predictions
💡 Hint: Think about what you need for the model to learn.
Question 2
True or False: A model is the framework through which predictions are computed.
- True
- False
💡 Hint: Consider the purpose of models in machine learning.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design an ML system for predicting housing prices. Describe what data you would use, what model you would select, how you would apply a learning algorithm, and what predictions you expect.
💡 Hint: Think about the type of data that influences house prices.
Question 2
Discuss a situation where the choice of model drastically changes the predictions produced. What factors contribute to this?
💡 Hint: Consider the effects of model complexity on performance.
Challenge and get performance evaluation