7.4.1 - Types of AI Models
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Practice Questions
Test your understanding with targeted questions
What is supervised learning?
💡 Hint: Think about data with known outcomes.
Give one example of unsupervised learning.
💡 Hint: Consider how businesses analyze data without pre-labeled outcomes.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What type of learning uses labeled data?
💡 Hint: Recall the examples provided earlier.
True or False: Unsupervised learning can classify new data without prior knowledge.
💡 Hint: Think about how clustering works.
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Challenge Problems
Push your limits with advanced challenges
Design an experiment where you would apply unsupervised learning to improve customer insights for a retail store.
💡 Hint: Focus on identifying trends and groups within the data.
Explain how you could use reinforcement learning to optimize delivery routes for a logistics company.
💡 Hint: Think about how rewards can lead to better route choices.
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