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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
Define scalability in your own words.
💡 Hint: Think about how systems can adapt to growth.
Question 2
Easy
What is vertical scaling?
💡 Hint: Consider what happens to a single server when you enhance it.
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 scalability in machine learning?
- The ability to increase database size
- Handling increased workload by adding resources
- Enhancing a single machine
💡 Hint: Think of how systems adapt to demands.
Question 2
True or False: Vertical scaling is always more cost-effective than horizontal scaling.
- True
- False
💡 Hint: Consider the limits of upgrading one machine.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company is facing slow processing times during data ingestion. Analyze possible causes and solutions relating to scalability.
💡 Hint: Consider both resource allocation and data management.
Question 2
Design a scalable system for a social media platform to handle increased traffic during events. What strategies would you implement?
💡 Hint: Focus on both server infrastructure and user experience.
Challenge and get performance evaluation