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Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is supervised learning?
π‘ Hint: Think about how a teacher guides a student.
Question 2
Easy
Give one example of unsupervised learning.
π‘ Hint: It's about discovering groups in data.
Practice 4 more questions and get performance evaluation
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
Which method uses labeled data to train models?
π‘ Hint: Think about the definition of the learning types.
Question 2
True or False: Unsupervised learning requires labeled training data.
π‘ Hint: Reflect on the meaning of 'unsupervised'.
Solve 1 more question and get performance evaluation
Push your limits with challenges.
Question 1
Design a supervised learning model for predicting loan defaults. What data would you collect, and what features would be most relevant?
π‘ Hint: Think about attributes that indicate financial reliability.
Question 2
Discuss how reinforcement learning can be implemented in a real-time bidding system for online advertising.
π‘ Hint: Consider how learning from user interactions can influence decisions.
Challenge and get performance evaluation