Can you explain recommender system?
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How can you generate a random number between 1 – 7 with only a die?
How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?
What is the purpose of a/b testing?
How will you check if an element 25 is present in a vector?
Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa?
What is the definition of the unit test?
Do we have different selection biases, if yes, what are they?
What is machine learning? What is the difference between supervised and unsupervised methods?
How will you impute missing information in a dataset?
What do you understand by the selection bias? What are its various types?
Explain interpolation and extrapolation?
while working on a data set, how can you select important variables? Explain
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