How is true positive rate and recall related? Write the equation.
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Explain the difference between data science, machine learning and artificial intelligence?
For linear regression, what are some of the assumptions a data scientist is most likely to make?
How to solve multi-collinearity?
Explain the differences between univariate and bivariate analysis?
What is a univariate analysis?
Why data science and data scientists are needed?
How many people are using Facebook in California at 1.30 PM on Monday?
What is the advantage of performing dimensionality reduction before fitting an svm?
Discuss linear regression?
How can you compare a neural network that has one layer, one input and output to a logistic regression model?
What is supervised learning?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
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