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
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take mock test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is active learning in machine learning?
💡 Hint: Think about how machines can ask for help.
Question 2
Easy
What role do human experts play in the human-in-the-loop approach?
💡 Hint: Consider the importance of human judgment.
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 one benefit of active learning?
- It eliminates the need for human feedback.
- It enables models to learn from uncertain predictions.
- It requires no data at all.
💡 Hint: Think about how machines learn.
Question 2
True or False: The human-in-the-loop approach helps improve model performance.
- True
- False
💡 Hint: Consider the role of humans in teaching.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Propose a system where active learning is implemented in a customer support AI. Describe the data flow and feedback mechanisms.
💡 Hint: Focus on how uncertainty triggers human intervention.
Question 2
Evaluate the pros and cons of relying entirely on automated feedback systems without human intervention.
💡 Hint: Think of the value of expertise versus automation.
Challenge and get performance evaluation