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 reproducibility in the context of machine learning?
💡 Hint: Think about testing and production environments.
Question 2
Easy
Why is data drift a concern in deployed machine learning models?
💡 Hint: Consider how data changes over time.
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 concern with data drift?
- It causes models to become biased.
- It affects the model's predictive power due to changing data distributions.
- It leads to faster processing speeds.
💡 Hint: Think about how data changes after a model is initially trained.
Question 2
Load balancing improves system performance. True or False?
- True
- False
💡 Hint: Consider what happens when all requests go to a single server.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design an end-to-end pipeline that handles model deployment and retraining in response to data drift. Make sure to include all necessary components.
💡 Hint: Think about the flow of data and feedback mechanisms.
Question 2
A deployed model is showing signs of degradation in performance after a new feature was added. Discuss how you would analyze and rectify this issue.
💡 Hint: Consider steps in the model validation process.
Challenge and get performance evaluation