Loading the lesson
Loading the lesson
Search AllRounder.ai
Search the courses, subjects, tracks, games and features, or jump straight to a page.
Search the courses, subjects, tracks, games and features, or jump straight to a page.
5 cards from this section. Quick, good the night before a test.
What is the purpose of retraining an AI model?
Think about how data changes over time.
Define data drift.
Consider the word 'drift' in the context of stability.
What is the main purpose of retraining AI models?
Consider the model's effectiveness in changing environments.
True or False: Data drift does not affect the need for retraining models.
Think about how data can change and what that means for a model.
Analyze a situation where a financial model suffered from data drift. Outline a strategy to retrain this model effectively.
What would be the first step in identifying the drift?
Propose a complete system for implementing shadow deployment for an e-commerce recommendation system.
What metrics would help you determine which model performs better?
6 more questions in this section. Enroll free to practise them all.
Enroll free