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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is one advantage of Federated Learning?
💡 Hint: Think about where the data resides during training.
Question 2
Easy
What does the central server do in Federated Learning?
💡 Hint: Consider what information gets shared.
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 does Federated Learning primarily help enhance?
- Data exposure
- Data privacy
- Data centralization
💡 Hint: Think about the primary goal of keeping user data secure.
Question 2
True or False: Federated Learning sends raw data to the central server.
- True
- False
💡 Hint: Consider what is shared with the central server.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a Federated Learning system for a healthcare application that needs to comply with HIPAA regulations. Discuss how you would ensure data security and model integrity.
💡 Hint: Think about both patient privacy and system security in your design.
Question 2
Evaluate the implications of non-IID data when training across multiple client devices in Federated Learning. How would you address this issue in practical scenarios?
💡 Hint: Consider the different distributions of data that could exist among clients.
Challenge and get performance evaluation