Practice - Scalable Model Deployment and Inference
Practice Questions
Test your understanding with targeted questions
What is batch inference?
💡 Hint: Think about processing data all at once versus one by one.
What is load balancing?
💡 Hint: Consider how traffic is directed to avoid congestion.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of load balancing?
💡 Hint: Think about how traffic would flow in a system.
True or False: A/B testing can be used to assess user engagement with new features.
💡 Hint: Recall what A/B testing is typically utilized for.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design a model serving architecture for a weather forecasting application that requires both batch and real-time inference.
💡 Hint: Consider the necessary components for data processing and user interaction.
Propose an experiment using A/B testing to improve user experience on a shopping website.
💡 Hint: Think about what factors are critical for improving online shopping.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.