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 practice test.
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is feature selection?
💡 Hint: Remember, it enhances model performance.
Question 2
Easy
What is one benefit of feature selection?
💡 Hint: Think about why simpler models are often better.
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 defines feature selection?
- Selecting irrelevant features
- Choosing relevant features
- Eliminating all features
💡 Hint: This process is key for better modeling.
Question 2
True or False: Wrapper methods are independent of models.
- True
- False
💡 Hint: Consider the relationship of this method with models.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Given a dataset with 30 features and a performance bottleneck, describe how you would approach feature selection using different methods.
💡 Hint: Think about processing efficiency in your approach.
Question 2
You have a mixed dataset (numerical and categorical variables). How would feature selection differ from solely numerical data?
💡 Hint: Consider the implications of data types on feature relevance.
Challenge and get performance evaluation