
AI Project Cycle Quiz
Quiz
•
Computers
•
4th Grade
•
Practice Problem
•
Medium
nisha rao
Used 2+ times
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which stage of the AI Project Cycle involves visualizing data to identify patterns before modelling?
Problem Scoping
Data Acquisition
Data Exploration
Evaluation
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In Data Exploration, which chart is BEST for showing the distribution of a single numeric variable?
Pie Chart
Histogram
Line Graph
Scatter Plot
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which modelling approach allows the machine to adapt automatically by learning from data without explicit rules?
Rule‑Based Approach
Learning‑Based Approach
Hard‑Coding
Manual Tuning
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
During evaluation, which metric represents the proportion of correct predictions out of total predictions?
Precision
Recall
Accuracy
F1‑Score
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In a confusion matrix, if the model predicts "Yes" but the reality is "No", this case is called:
True Positive
False Positive
True Negative
False Negative
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The primary reason for splitting data into training and test sets is to:
Reduce file size
Evaluate performance on unseen data
Speed up training
Remove duplicates
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which deployment activity ensures the model continues to perform well over time and detects errors or drifts?
Data Cleaning
Monitoring & Maintenance
Data Labeling
Data Collection
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