What is logistic and linear regression? Name some packages in r and python for building regression models.
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How is data science different from data analytics?
Do gradient descent methods always converge to same point?
Python is enough for data science ?
How do you handle missing values in python or r?
Can you define cluster sampling?
Explain supervised learning?
A jar has 1000 coins, of which 999 are fair and 1 is double headed. Pick a coin at random, and toss it 10 times. Given that you see 10 heads, what is the probability that the next toss of that coin is also a head?
Explain data munging?
What is data science? Also, list the differences between supervised and unsupervised learning.
Define data reduction?
Explain the differences between univariate and multivariate analysis?
What is the difference between data science, machine learning and artificial intelligence?
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