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 skillsβperfect 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 do we mean by exploration in online recommendations?
π‘ Hint: Think about variety vs. familiarity.
Question 2
Easy
What is a Multi-Armed Bandit?
π‘ Hint: Related to a gambling machine.
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 goal of reinforcement learning in online recommendations?
- Maximize User Engagement
- Minimize Costs
- Increase Data Collection
π‘ Hint: Consider what drives platform success.
Question 2
True or False: Contextual bandits always provide the same recommendations regardless of user profile.
- True
- False
π‘ Hint: Think about how personalization works.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a user interface feature that uses a multi-armed bandit approach to improve content recommendations on a blog.
π‘ Hint: Think about how you could gather feedback on user preferences.
Question 2
Simulate a simple scenario comparing the effectiveness of exploration vs. exploitation in an online advertisement campaign.
π‘ Hint: What metrics would you choose to measure efficacy?
Challenge and get performance evaluation