Getting Started with MLOps

A modern, digital-themed illustration showcasing elements of machine learning, operations, and data management. Include visual representations like a computer with data pipelines, graphs showing model performance, and symbols of automation and version control.

Getting Started with MLOps Quiz

Welcome to the "Getting Started with MLOps" quiz! This engaging quiz is designed to test your knowledge on MLOps concepts and practices, especially in the realm of machine learning operations. Whether you are a beginner or looking to refine your understanding, you will gain valuable insights.

Take this quiz to explore important topics:

Version Control in Machine Learning
Data Management Strategies
Continuous Integration and Deployment

9 Questions2 MinutesCreated by LearningMachine123

Company named "Saras AI" created a computer vision model with almost 15 revisions. Each time they used different dataset. All the 15 model files are stored in folder. But they are not aware of which was the best version among them. Which was missing in their pipeline?

Storage

Version Control

Experiment tracker

ML algorithm

Rohit misplaced almsot 50% annotated data while shifting his personal laptop. What he should have used?

Database

Experiment Tracking

Data Storage

Data Version Control

Peter daily runs the same script to train the model for newly collected data. How to get rid of this job?

Continuous Build Pipeline

Continuous Deployment Pipeline

Continuous Integration Pipeline

Continuous Data Collection Pipeline

One of the AI startup wants to deploy the AI APP. But they are not sure about the number of users. What should they do?

Deploy VM with heavy resourses

Use autoscale techniques

Deploy on premise servers

Add GPUs to accelerate

Getting Started with MLOps

Getting Started with MLOps Quiz

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