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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is batch inference?
💡 Hint: Think about periodic processing of data.
Question 2
Easy
Name a scenario where online inference is utilized.
💡 Hint: Consider instant feedback applications.
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 does batch inference involve?
- Real-time predictions
- Predictions on large datasets at intervals
- Only predictions on small datasets
💡 Hint: Think about how often predictions are made.
Question 2
Online inference is best for scenarios where?
- True
- False
💡 Hint: Consider applications that benefit from instant feedback.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Create a strategy for an online retail platform planning to transition from batch inference to online inference. Discuss potential challenges and solutions.
💡 Hint: Focus on balancing efficiency and user experience.
Question 2
How would the deployment of an ML model for a self-driving car involve aspects of both edge and online inference? Discuss operational advantages.
💡 Hint: Consider the implications of decision-making speed for safety and efficiency.
Challenge and get performance evaluation