Discuss artificial neural networks
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What is column storage?
What are iterators in Python?
Name commonly used algorithms.
What is the difference between bayesian estimate and maximum likelihood estimation (mle)?
How to work towards a random forest?
What is the svm algorithm?
Explain supervised learning?
What do you understand by decision tree?
Do gradient descent methods always converge to same point?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
What is the differences between univariate, bivariate and multivariate analysis?
Write the formula to calculate r-square?
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