Microsoft Azure AI Fundamentals AI-900 Practice Question
Which of the following best explains why an AI solution requires regular updates and maintenance after deployment to ensure its reliability and safety?
To address potential data drift and maintain the model's performance.
To fulfill a one-time deployment checklist required by software vendors.
To significantly reduce the initial cost of developing the AI model.
To change the underlying AI architecture from a neural network to a decision tree.
This statement is correct. To ensure ongoing reliability and safety, an AI solution requires regular updates and maintenance. This is because the data and environment in which the model operates can change over time, a phenomenon known as 'data drift' or 'model drift'. These changes can degrade the model's performance and accuracy. Continuous monitoring and updating help address these shifts, fix any emerging issues, and maintain the system's effectiveness and safety. Reducing development costs or changing the fundamental architecture are not the primary goals of post-deployment maintenance.
Ask Bash
Bash is our AI bot, trained to help you pass your exam. AI Generated Content may display inaccurate information, always double-check anything important.
What is data drift in AI?
Open an interactive chat with Bash
How is model performance monitored after deployment?
Open an interactive chat with Bash
Why is AI safety important and how does maintenance contribute to it?
Open an interactive chat with Bash
Microsoft Azure AI Fundamentals AI-900
Describe Artificial Intelligence Workloads and Considerations
Your Score:
Report Issue
Bash, the Crucial Exams Chat Bot
AI Bot
Loading...
Loading...
Loading...
Pass with Confidence.
IT & Cybersecurity Package
You have hit the limits of our free tier, become a Premium Member today for unlimited access.
Military, Healthcare worker, Gov. employee or Teacher? See if you qualify for a Community Discount.
Monthly
$19.99
$19.99/mo
Billed monthly, Cancel any time.
3 Month Pass
$44.99
$14.99/mo
One time purchase of $44.99, Does not auto-renew.
MOST POPULAR
Annual Pass
$119.99
$9.99/mo
One time purchase of $119.99, Does not auto-renew.
BEST DEAL
Lifetime Pass
$189.99
One time purchase, Good for life.
What You Get
All IT & Cybersecurity Package plans include the following perks and exams .