Machine Learning Pipeline and Models Quiz
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20 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is NOT typically part of the machine learning pipeline?
Data collection
Model training
Hardware optimization
Feature engineering
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary difference between supervised and unsupervised learning?
Supervised learning requires more data
Supervised learning uses labeled data
Unsupervised learning is more accurate
Unsupervised learning requires more computational power
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In which step of the ML pipeline would you handle missing values?
Model selection
Model evaluation
Data preprocessing
Model deployment
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of train-test splitting?
To make models train faster
To evaluate model performance on unseen data
To reduce computational requirements
To eliminate the need for cross-validation
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
A good practice for data splitting in ML projects is:
90% training, 10% testing
50% training, 50% testing
70-80% training, 20-30% testing
30% training, 70% testing
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is tokenization primarily used for?
Converting categorical variables to numerical
Breaking text into smaller units like words or characters
Normalizing continuous variables
Removing outliers from the dataset
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Linear regression is used for:
Classification problems
Regression problems
Clustering problems
Dimensionality reduction
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