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 robustness in machine learning?
💡 Hint: Think about a model's performance under stress.
Question 2
Easy
Name one type of attack on machine learning models.
💡 Hint: Consider attacks that can confuse the model.
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 goal of robustness in machine learning?
- To enhance accuracy in all scenarios
- To ensure performance under duress
- To make models simpler
💡 Hint: Think about models challenged by adversarial changes.
Question 2
True or false: Data poisoning can permanently damage a model's training.
- True
- False
💡 Hint: Consider the impact on training data.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Develop a detailed defense strategy against a hypothetical scenario of model extraction in a cloud-based ML system.
💡 Hint: How can limiting access help secure the model?
Question 2
Create a short narrative explaining how data poisoning could impact a healthcare application using ML.
💡 Hint: What happens if vital patient data is altered?
Challenge and get performance evaluation