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what is the function of ‘unsupervised learning’?
When is ridge regression favorable over lasso regression?
What is the box-cox transformation used for?
What kind of problems does regularization solve?
How would you evaluate a logistic regression model?
Define a hash table?
List out some important methods of reducing dimensionality.
What is the difference between covariance and correlation?
What is the difference between inductive machine learning and deductive machine learning?
What is regularization in machine learning?
How will you explain machine learning to a layperson?
Why instance based learning algorithm sometimes referred as lazy learning algorithm?
What is the difference between heuristic for rule learning and heuristics for decision trees?
what is the function of ‘supervised learning’?
Explain cross-validation.
