R square, P value, VIFs all linear regression and demand forecasting related concepts ,
Sr Data Scientist Interview Questions
3,380 sr data scientist interview questions shared by candidates
What is data science to you?
just a technical screening interview..
What is your career plan?
Round 1 Coding. 1. Perfect squares 2. Binary tree traversal Round 2: ML Basics 1. Stats question, with Bayes theorem 2. AB testing 3. GBM, boosting vs bagging 4. Chi square test Round 3: NLP skills Walk then through one of your projects. Chatbotb design Round 4: bar raiser Beginning from your first company, you need to tell them how you fit in to their values. They ask how well you performed, why not promoted etc. Each one they ask which was the most challenging work and why? Round 5: team fit for 30 mins A young kid from business gives you an overview of the team and work then gives you a scenario on how can you set up guard rails in a chatbot system. Go into one of your projects, see how you talk through it, questions you asked etc. I never got to know why i got rejected but i think i talked about a half baked idea from my previous project which didn't look pleasing business wise. Anyway there were plenty things that went right in the last one so no idea what happened
gave a table of bidding info
difference between linear and logistic regression. What distribution logistic regression follows. Describe k-means clustering
Implement typeahead algorithm.
A lot of questions about my presentation. One silly question is what number is not equal to itsself (NaN). Come on, could you please focus on the high-level picture for the company?
previous projects, skills and experience
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