MLOps_quiz1

MLOps_quiz1

Professional Development

10 Qs

quiz-placeholder

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MLOps_quiz1

MLOps_quiz1

Assessment

Quiz

Information Technology (IT)

Professional Development

Practice Problem

Medium

Created by

Michal Studenny

Used 4+ times

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10 questions

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1.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

What does MLOps stand for?

Machine Learning Operations

Machine Learning Optimization

Machine Learning Overload

Media Image

2.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

Which team is usually involved in MLOps?

Only data scientists

Data scientists and MLOps engineer

Only DevOps engineers

Marketing team

3.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

What is "data drift" in MLOps?

A sudden change in the data distribution that affects model performance

A type of model improvement

The process of cleaning the data

A type of model testing

4.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

Which phase of MLOps focuses on defining the goals, requirements, and resources for the machine learning project?

Model Development

Operations

Design

Monitoring

5.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

Which of the following is a key benefit of MLOps?

Faster and more reliable ML model deployment

Manual tracking of ML experiments

Reducing the need for model retraining

Avoiding cloud-based ML solutions

6.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

What is the first step in the data engineering process for MLOps?

Model training

Data ingestion

Data monitoring

Model deployment

7.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Media Image

In MLOps, which of the following is an additional step compared to DevOps?

Automated testing of code

Model validation and testing

Continuous Delivery

Continuous Integration

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