
MCQ Quiz on Model Serialization
Quiz
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Computers
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Professional Development
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Practice Problem
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Medium
Ishraq Ahmed
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5 questions
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1.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which serialization format is most suitable for saving scikit-learn models for quick prototyping in Python?
ONNX
Pickle
TensorFlow SavedModel
PMML
2.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
What is a primary advantage of using ONNX for model deployment?
It supports only TensorFlow models
It is cross-framework and cross-language compatible
It requires Python to run
It is slower than pickle
3.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which TensorFlow format is considered legacy but still widely used for saving Keras models?
SavedModel
HDF5 (‘.h5‘)
ONNX
PMML
4.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which of the following formats is NOT suitable for loading models directly in JavaScript environments?
TensorFlow SavedModel
ONNX
Pickle
TensorFlow.js format
5.
MULTIPLE CHOICE QUESTION
1 min • 1 pt
Which format would you typically convert a PyTorch model to if you want to deploy it in a mobile or embedded environment?
PMML
Pickle
ONNX
TensorFlow ‘.h5‘
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