Data Science Interview Questions
- How would you approach the Netflix Prize?
- How would you generate related searches on Bing?
- How would you suggest followers on Twitter?
- Difference between a convex and non-convex solution
- How do you adjust the cost parameter for the SVM regularizer
- How to assess the quality of clustering, especially to know when you have the right number of clusters
- How do you pick the features to use
- Statistics questions such as what is an F-test
- implement logistic regression training for binary classification