Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is batch inference?
💡 Hint: Think about processing data in larger groups or sets.
Question 2
Easy
Name one tool used for TensorFlow model serving.
💡 Hint: This tool shares part of its name with its creator.
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 the main purpose of batch inference?
- To process data as it arrives
- To make predictions on a set of data at once
- To manage incoming data streams
💡 Hint: Think about timing — does it wait for all data?
Question 2
True or False: Real-time inference is ideal for scenarios requiring immediate predictions.
- True
- False
💡 Hint: Consider applications like chatbots.
Solve 1 more question and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a model-serving architecture for a personalized news feed application that requires both batch and real-time predictions. What types of inferences would you utilize, and why?
💡 Hint: Consider user experience for both timely and comprehensive data insights.
Question 2
Evaluate the trade-offs of using batch inference versus real-time inference in a streaming video analytics application.
💡 Hint: Consider the urgency vs. depth of feedback needed.
Challenge and get performance evaluation