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Which of the following is a common challenge faced during model deployment?
Practice Questions
Q1
Which of the following is a common challenge faced during model deployment?
Data preprocessing
Model interpretability
Integration with existing systems
Feature selection
Questions & Step-by-Step Solutions
Which of the following is a common challenge faced during model deployment?
Steps
Concepts
Step 1: Understand that model deployment means putting a machine learning model into use in a real-world application.
Step 2: Recognize that existing systems are the software and processes already in place that the new model needs to work with.
Step 3: Identify that a common challenge is making sure the new model can communicate and function well with these existing systems.
Step 4: Realize that this may involve technical work to connect the model to other software and data sources.
No concepts available.
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