
UPM MLOPS Question 1
Flashcard
•
English
•
KG
•
Practice Problem
•
Hard
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15 questions
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1.
FLASHCARD QUESTION
Front
What is DevOps?
Back
DevOps is a methodology that promotes collaboration between software developers and IT operations to improve the development and deployment of software.
2.
FLASHCARD QUESTION
Front
What is MLOps?
Back
MLOps (Machine Learning Operations) is a set of practices that aims to deploy and maintain machine learning models in production reliably and efficiently.
3.
FLASHCARD QUESTION
Front
How does DevOps differ from MLOps?
Back
DevOps focuses on software development and IT operations, while MLOps applies DevOps principles specifically to machine learning model development and deployment.
4.
FLASHCARD QUESTION
Front
What roles are involved in DevOps?
Back
DevOps involves developers, system administrators, and IT operations teams.
5.
FLASHCARD QUESTION
Front
What roles are involved in MLOps?
Back
MLOps involves data scientists, data engineers, and machine learning engineers.
6.
FLASHCARD QUESTION
Front
What is the main goal of DevOps?
Back
The main goal of DevOps is to shorten the software development lifecycle and deliver high-quality software continuously.
7.
FLASHCARD QUESTION
Front
What is the main goal of MLOps?
Back
The main goal of MLOps is to streamline the process of deploying and maintaining machine learning models in production.
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