Alerts Wishlist Cart

In the context of model deployment, what does 'model drift' refer to?

Practice Questions

Q1
In the context of model deployment, what does 'model drift' refer to?
  1. Changes in the model architecture
  2. Changes in the underlying data distribution
  3. Changes in the model's hyperparameters
  4. Changes in the deployment environment

Questions & Step-by-Step Solutions

In the context of model deployment, what does 'model drift' refer to?
  • Step 1: Understand that a model is a tool that makes predictions based on data.
  • Step 2: Know that the model was trained on a specific set of data to learn patterns.
  • Step 3: Realize that over time, the data the model sees in the real world can change.
  • Step 4: Recognize that these changes in data are called 'model drift'.
  • Step 5: Understand that model drift can cause the model to make less accurate predictions.
  • Step 6: Conclude that monitoring and updating the model is important to maintain its performance.
No concepts available.
Biology (School & UG)
Biology (School & UG)
Chemistry (School & UG)
Chemistry (School & UG)
Civil Engineering
Civil Engineering
Commerce & Accountancy
Commerce & Accountancy
Computer Science & IT
Computer Science & IT
Current Affairs & GK
Current Affairs & GK
Data Structures & Algorithms
Data Structures & Algorithms
eBooks
eBooks
Electrical & Electronics Engineering
Electrical & Electronics Engineering
English (School)
English (School)
General Aptitude
General Aptitude
General Knowledge
General Knowledge
General Knowledge & Current Affairs
General Knowledge & Current Affairs
Languages & Literature
Languages & Literature
Law & Legal Studies
Law & Legal Studies
Major Competitive Exams
Major Competitive Exams
Mathematics (School)
Mathematics (School)
Mechanical Engineering
Mechanical Engineering
Medical Science
Medical Science
Physics (School & Undergraduate)
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Quantitative Aptitude & Reasoning
Social Science (School)
Social Science (School)
Technical
Technical
Verbal and Reasoning
Verbal and Reasoning
Vocational & Skill Development
Vocational & Skill Development
Soulshift Feedback ×

On a scale of 0–10, how likely are you to recommend The Soulshift Academy?

Not likely Very likely