Alerts Wishlist Cart

What is a potential challenge when deploying machine learning models?

Practice Questions

Q1
What is a potential challenge when deploying machine learning models?
  1. Overfitting the model
  2. Data drift
  3. Lack of training data
  4. All of the above

Questions & Step-by-Step Solutions

What is a potential challenge when deploying machine learning models?
  • Step 1: Understand what machine learning models are. They are algorithms that learn from data to make predictions or decisions.
  • Step 2: Recognize that these models rely on data to function correctly.
  • Step 3: Identify that data drift is a situation where the data used by the model changes over time.
  • Step 4: Realize that when data drift happens, the model may not perform well because it was trained on different data.
  • Step 5: Conclude that monitoring and updating the model is necessary to handle data drift effectively.
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