How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?
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What is linear optimization?
Define an algorithm to discover when a person is starting to search for new job.
What are eigenvectors and eigenvalues?
Can you explain cross-validation?
A stranger uses a search engine to find something and you do not know anything about the person. How will you design an algorithm to determine what the stranger is looking for just after he/she types few characters in the search box?
Explain reinforcement learning.
What is the difference between Linkedin and Array
How do data scientists code in r?
What is the importance of having a selection bias?
Explain survivorship bias?
State some use cases where Hadoop MapReduce works well and where it does not.
How can I become a data scientist?
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