Which of the following is NOT a key component of MLOps?
Practice Questions
Q1
Which of the following is NOT a key component of MLOps?
Continuous integration
Model monitoring
Data labeling
Version control
Questions & Step-by-Step Solutions
Which of the following is NOT a key component of MLOps?
Step 1: Understand what MLOps is. MLOps stands for Machine Learning Operations, which is a set of practices that aims to deploy and maintain machine learning models in production reliably and efficiently.
Step 2: Identify the key components of MLOps. Key components typically include model development, model deployment, monitoring, and collaboration between teams.
Step 3: Recognize that data labeling is part of the data preparation process. Data labeling involves annotating data to make it usable for training machine learning models.
Step 4: Conclude that since data labeling is part of data preparation and not a direct component of MLOps, it is the correct answer to the question.
