AWS Certified AI Practitioner AIF-C01 Practice Question
In the context of a machine learning workflow on AWS, what does the term "inference" refer to after a model has finished training and is running in production?
Gathering and annotating raw datasets for future model development
Adjusting the model's internal weights based on labeled training examples
Using the trained model to generate predictions for new input data
Tracking CPU, GPU, and memory utilization during model execution
Inference is the phase where a trained model is applied to new, previously unseen data so that it can generate outputs such as classifications, scores, or recommendations. This is distinct from training (where model parameters are learned), data preparation (where data is collected and labeled), and operational monitoring (which tracks resource usage or performance metrics).
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 inference in machine learning?
Open an interactive chat with Bash
How does inference differ from model training?
Open an interactive chat with Bash
What AWS services can be used for inference?
Open an interactive chat with Bash
AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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 .