Describe some assumptions considered important for linear regression?
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Explain how can you assess a good logistic model?
Can you explain data preparation?
What motivates you to transition from academia to data science?
What is data science with example?
Explain about string parsing in R language
Can you define cluster sampling?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
Explain p-value?
What is the central limit theorem?
How do data scientists use statistics?
What is selection bias and why does it matter?
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.
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