Can you provide an example of features extraction?
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Do gradient descent methods always converge to the same point?
Which database is best for data science?
What do you mean by p-value?
Discuss 'naive' in a naive bayes algorithm?
You can roll a dice three times. You will be given $X where X is the highest roll you get. You can choose to stop rolling at any time (example, if you roll a 6 on the first roll, you can stop). What is your expected pay-out?
Why data science and data scientists are needed?
A test has a true positive rate of 100% and false positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?
Explain the difference between data modeling and database design?
What is churn?
What is machine learning and how can it be used for time series analysis?
List the differences between supervised and unsupervised learning.
Explain the method to collect and analyze data to use social media to predict the weather condition?
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