Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is batch inference?
💡 Hint: Think about when you would want to analyze data rather than act on it immediately.
Question 2
Easy
What does real-time inference provide?
💡 Hint: Consider scenarios where you need quick responses.
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?
- Random predictions
- Scheduled model runs
- Real-time analysis
💡 Hint: Think of when you would want to analyze data over time.
Question 2
Is real-time inference important for critical applications like fraud detection?
- True
- False
💡 Hint: Consider the consequences of delay in serious matters.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Compare the advantages and disadvantages of deploying a model using batch inference versus edge deployment in terms of scalability and use-case effectiveness.
💡 Hint: Think about scenarios where immediate results are mission-critical versus those where thorough analysis is required.
Question 2
Design a workflow for an AI application that utilizes both real-time inference and batch processing, emphasizing touchpoints and data transitions between the two methods.
💡 Hint: Consider how interactions feed into different segments of processing for deeper insights.
Challenge and get performance evaluation