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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 when data is processed in a non-real-time manner.
Question 2
Easy
Name a tool used for real-time inference.
💡 Hint: Which frameworks do we often hear about in APIs?
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 batch inference used for?
- Instant predictions
- Scheduled model runs
- Real-time processing
💡 Hint: Think about processing that happens at certain times.
Question 2
True or False: Edge deployment allows for faster predictions by processing data remotely.
- True
- False
💡 Hint: Consider where processing occurs to find the answer.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
A company needs to perform nightly sales analysis on a large dataset but also requires instant alerts for fraudulent activities during the day. Design a dual-inference strategy utilizing both batch and real-time inference. Explain the rationale for each choice.
💡 Hint: Think about how each method can play a role effectively.
Question 2
Propose a scenario where edge deployment is crucial for a user and discuss potential challenges that may arise.
💡 Hint: Consider user interaction and device limitations.
Challenge and get performance evaluation