Practice - Method Usage
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
What is batch inference?
💡 Hint: Think about when data is processed in a non-real-time manner.
Name a tool used for real-time inference.
💡 Hint: Which frameworks do we often hear about in APIs?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is batch inference used for?
💡 Hint: Think about processing that happens at certain times.
True or False: Edge deployment allows for faster predictions by processing data remotely.
💡 Hint: Consider where processing occurs to find the answer.
1 more question available
Challenge Problems
Push your limits with advanced challenges
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.
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.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.