What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.
111What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
98What is the central limit theorem? How is a normal distribution different from chi square distribution?
130
What is CNN and What are applications of convolution neural network ?
What are Random Forests?
What is a bayesian model?
Tell me what is precision and recall?
What are the disadvantages of deep learning?
What do you understand by deep learning?
What is back propagation?
Define the nlp terminology?
What is Bayes theorem in artificial intelligence?
Tell me how do you choose an algorithm for a classification problem?
What is morphology natural language processing terminology?
What is called annotation?
What is artificial intelligence in simple words?
An omniscient agent knows the actual outcome of its actions and can act accordingly; but omniscience is impossible in reality. Rational Agent always does the right thing; but Rationality is possible in reality. State true or false a) True b) False
What tools or devices help you succeed in your role as a data scientist?