Which of the following is a common challenge in MLOps?
Practice Questions
Q1
Which of the following is a common challenge in MLOps?
Data privacy regulations
Lack of data
Overfitting models
All of the above
Questions & Step-by-Step Solutions
Which of the following is a common challenge in MLOps?
Step 1: Understand what MLOps is. MLOps stands for Machine Learning Operations, which is the practice of managing and deploying machine learning models in production.
Step 2: Identify common challenges in MLOps. These can include issues like data privacy regulations, lack of sufficient data, and overfitting models.
Step 3: Recognize that all the mentioned challenges are indeed common in MLOps. This means that when working with MLOps, you may face any or all of these issues.
Step 4: Conclude that the answer to the question is that all of the listed challenges are common in MLOps.
