Explain auto-encoder
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What is logistic and linear regression? Name some packages in r and python for building regression models.
You have 2 dices. What is the probability of getting at least one 4? Also find out the probability of getting at least one 4 if you have n dices.
How do you build a custom function in python or r?
What is association analysis?
How different is a mean value different from expected value?
Explain the difference between an analyst and a data scientist?
Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?
What skills do you need to be a data analyst?
What would you do to summarize a Twitter feed?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
Define linear regression?
Differentiate between regression and classification algorithms?
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