What is machine learning? What is the difference between supervised and unsupervised methods?
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Can you cite some examples where both false positive and false negatives are equally important?
What is data science with example?
Why data cleaning plays a vital role in analysis?
What are the steps involved in analytics projects?
Can you provide an example of features extraction?
What is the roc curve?
Create a program in a language of your choice to read a text file with various tweets. The output should be 2 text files-one that contains the list of all unique words among all tweets along with the count for repeated words and the second file should contain the medium number of unique words for all tweets.
How will you impute missing information in a dataset?
What is churn?
What is cluster sampling in data science?
Pick up a coin C1 given C1+C2 with probability of trials p (h1) =.7, p (h2) =.6 and doing 10 trials. And what is the probability that the given coin you picked is C1 given you have 7 heads and 3 tails?
Discuss decision tree algorithm?
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