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 does a contextual bandit allow an agent to do?
π‘ Hint: Think about why context is crucial for decision making.
Question 2
Easy
Name one algorithm discussed for tackling contextual bandit problems.
π‘ Hint: Consider which algorithm bases its decisions on linear models.
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 fundamental concept behind contextual bandits?
- Decisions based on random rewards
- Decisions based on contextual information
- Decisions without feedback
π‘ Hint: Reflect on how context supports better decisions.
Question 2
LinUCB adapts to new data by using which technique?
- True
- False
π‘ Hint: Consider how a linear model functions.
Solve 3 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a dataset of user interactions with ads, how would you implement an adaptive ad-selection mechanism using LinUCB? Outline the steps.
π‘ Hint: Focus on what context features would be pivotal for the algorithm.
Question 2
You are tasked with designing a campaign with Contextual Thompson Sampling. How would you model the reward distributions for various ads?
π‘ Hint: Think about the role of past performance in shaping current actions.
Challenge and get performance evaluation