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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is federated learning?
💡 Hint: Think about how it might protect user data.
Question 2
Easy
What do we share instead of raw data in federated learning?
💡 Hint: Focus on 'updates' versus 'data'.
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 primary advantage of federated learning?
- Faster training
- Increased privacy
- Simplicity of use
💡 Hint: Consider its approach to data handling.
Question 2
True or False: In federated learning, raw data is shared with the central server.
- True
- False
💡 Hint: Reflect on what makes it a privacy-preserving technique.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a federated learning system for a fitness app that collects activity data from users while preserving data privacy.
💡 Hint: Focus on what data is essential for improving suggestions without compromising privacy.
Question 2
Evaluate the potential impact of using federated learning in an online banking application. What are the pros and cons?
💡 Hint: Consider user comfort against the need for security.
Challenge and get performance evaluation