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Lead Data Scientist Interviews
Lead Data Scientist Interview Questions
"As a lead data scientist, you will be responsible for developing creative and effective improvements to a company's product by analyzing data from consumers, websites, sales, and many other sources. During an interview, expect to be given many case studies about what information you can draw from a particular set of data as well as to be tested on your general statistical and computer science knowledge. A background in computer science, statistics, or another related field is required. "
398 lead data scientist interview questions shared by candidates
What kind of ML work you have done. NLP project discussion Model building process and tools used and discussion around same
Would I accept the salary?
Conditional probability question, reading model output and improving on model output.
What would be your team role in regards to other teams in the area?
Tell us how did you persuade colleagues something they initially they disagreed.
Past experience in Data science, detailed discussion on business use cases Understanding of development sector, 2 case studies specific to social sector
How to measure performance of Linear Regression model?
Q: Please describe your experience with deploying data-science products for production use.
What are exploding and vanishing gradients (referring to RNN)? What's the difference between KNN and K-Means?
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