
Workshop ML
Quiz
•
Information Technology (IT)
•
University
•
Practice Problem
•
Medium
Tapan Panda
Used 2+ times
FREE Resource
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30 questions
Show all answers
1.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which of the following best describes supervised learning?
The model learns patterns without labeled data
The model predicts outcomes using labeled data
The model only clusters similar data points
The model ignores input features
2.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which of these is an example of unsupervised learning?
Predicting house prices
Spam email detection
Customer segmentation
Predicting student grades
3.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which Python library provides powerful data structures like DataFrame for handling tabular data?
NumPy
Pandas
Matplotlib
Seaborn
4.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What does ML workflow usually start with?
Training the model
Data collection & preprocessing
Model evaluation
Deployment
5.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which function in Pandas is commonly used to check for missing values?
isnull()
fillna()
dropna()
notnull()
6.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which plot is most suitable for visualizing the distribution of a single numerical variable?
Line plot
Histogram
Scatter plot
Heatmap
7.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What does EDA (Exploratory Data Analysis) mainly help with?
Building predictive models
Understanding data patterns and anomalies
Deploying ML systems
Reducing computation time
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