Machine Learning Viva Quiz Form
Please complete this viva quiz to demonstrate your understanding of key machine learning concepts. Answer each question thoughtfully and concisely.
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What is the difference between supervised and unsupervised learning?
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Explain the concept of overfitting in machine learning.
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Name and briefly describe three common machine learning algorithms.
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In which scenarios would you use a decision tree over a linear regression model?
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Describe a real-world application of machine learning you find interesting.
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What are the main steps in a typical machine learning workflow?
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How do you evaluate the performance of a classification model?
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Briefly explain the concept of bias-variance tradeoff.
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