Explain the benefits of using statistics by data scientists
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Define boltzmann machine
Differentiate between regression and classification algorithms?
A disc is spinning on a spindle and you don't know the direction in which way the disc is spinning. You are provided with a set of pins.How will you use the pins to describe in which way the disc is spinning?
Explain k-mean?
Explain the difference between overfitting and underfitting?
what is bias?
How many dentists are there in US?
What is the purpose of a/b testing?
What is the common perception of visualization?
What is machine learning and how can it be used for time series analysis?
Explain the difference between bayesian estimate and maximum likelihood estimation (mle)?
How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
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