Alerts
Wishlist
Cart
Sign In
Categories
Current Affairs & GK
Current Affairs
Show All Current Affairs & GK
eBooks
General Aptitude
Arithmetic Aptitude
Data Interpretation
Show All General Aptitude
General Knowledge
Basic General Knowledge
General Science
Show All General Knowledge
Medical Science
Anatomy
Biochemical Engineering
Biochemistry
Biotechnology
Microbiology
Show All Medical Science
Technical
Database
Digital Electronics
Electronics
Networking
Show All Technical
Verbal and Reasoning
Logical Reasoning
Verbal Ability
Verbal Reasoning
Show All Verbal and Reasoning
›
What is the purpose of A/B testing in MLOps?
What is the purpose of A/B testing in MLOps?
Expand All
Collapse All
Practice Questions
1 question
Q1
What is the purpose of A/B testing in MLOps?
To compare two versions of a model
To train models faster
To clean data
To visualize model performance
Show Solution
Copy
A/B testing is used to compare two versions of a model to determine which one performs better in a real-world scenario.
Questions & Step-by-step Solutions
1 item
Q
Q: What is the purpose of A/B testing in MLOps?
Solution:
A/B testing is used to compare two versions of a model to determine which one performs better in a real-world scenario.
Steps: 8
Show Steps
Step 1: Understand that A/B testing is a method used to compare two different versions of something.
Step 2: In MLOps, this 'something' refers to two versions of a machine learning model.
Step 3: Create two versions of the model: Version A and Version B.
Step 4: Deploy both versions in a real-world environment where they can be tested.
Step 5: Split the audience or data so that half of the users see Version A and the other half see Version B.
Step 6: Collect data on how each version performs based on specific metrics (like accuracy, user engagement, etc.).
Step 7: Analyze the results to see which version performed better.
Step 8: Use the findings to decide which model to keep or improve.
Related Questions
W
Which of the following is a common programming language used in web development?
Question: Which of the following is a common programming language used in web development?Options: P..
W
Which algorithm is commonly used for clustering?
Question: Which algorithm is commonly used for clustering?Options: Linear RegressionK-MeansSupport V..
W
What is overfitting in machine learning?
Question: What is overfitting in machine learning?Options: When a model performs well on training da..
W
Which of the following is a characteristic of neural networks?
Question: Which of the following is a characteristic of neural networks?Options: They require struct..
W
What is the primary function of an operating system?
Question: What is the primary function of an operating system?Options: Manage hardware resourcesCrea..
‹
Biology (School & UG)
Chemistry (School & UG)
Civil Engineering
Commerce & Accountancy
Computer Science & IT
Current Affairs & GK
Data Structures & Algorithms
eBooks
Electrical & Electronics Engineering
English (School)
General Aptitude
General Knowledge
General Knowledge & Current Affairs
Languages & Literature
Law & Legal Studies
Major Competitive Exams
Mathematics (School)
Mechanical Engineering
Medical Science
Physics (School & Undergraduate)
Quantitative Aptitude & Reasoning
Social Science (School)
Technical
Verbal and Reasoning
Vocational & Skill Development
›
Soulshift Feedback
×
On a scale of 0–10, how likely are you to recommend
The Soulshift Academy
?
0
1
2
3
4
5
6
7
8
9
10
Not likely
Very likely
✕
↑
