Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the primary goal of differential privacy?
💡 Hint: Think about how the inclusion of a data point would affect the outcome.
Question 2
Easy
Define robustness in the context of machine learning.
💡 Hint: Consider how models react to unexpected changes.
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 purpose of differential privacy?
- To add complexity to models
- To ensure individual data points are indistinguishable
- To increase data accuracy
💡 Hint: Consider what privacy guarantees it provides.
Question 2
True or False: Adversarial training can reduce a model's performance on clean data.
- True
- False
💡 Hint: Think about the implications of training on different data.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a machine learning model for a medical application that needs differential privacy. Discuss implications of using different privacy techniques and their effects on the model's performance.
💡 Hint: Consider use-cases where sensitive data must remain confidential.
Question 2
Critique a current ML model using federated learning regarding its privacy implications. Identify strengths and weaknesses.
💡 Hint: Focus on how data is managed between clients and servers.
Challenge and get performance evaluation