The first task was to simulate diffusion limited aggregation, which isn't difficult itself. The second task is to simulate and estimate sticking probability for an aggregate. Each simulation will take hours and this is not worth it.
Sr Data Scientist Interview Questions
3,368 sr data scientist interview questions shared by candidates
1. calculate some financial metrics in Python and SQL. 2. trade off in machine learning algorithms
1. Calculate streaming hours over a period of time and rank by tv show 2. What are you currently streaming
Query a table with SQL
SQL, product questions and some stats questions
How would you find out if new live content in the platform is successful?
Lots of questions on machine learning techniques, use of regularization, differences between L1 and L2 regularization, why don't people use L0.5 regularization for instance. Use of deep learning, why Rectified Linear Unit is a good activation function etc.
When you split a population for A/B testing, what are some reasons you could see a significant difference in the control and variant groups?
I was asked about various techniques in Machine Learning, as well as working relationships, ethics, etc. The usual stuff
why are you interested in this position?
Viewing 581 - 590 interview questions
See Interview Questions for Similar Jobs
Jr Data ScientistData Scientist TraineeData Science EngineerSenior Machine Learning ScientistApplied Research ScientistSenior Data ScientistMachine Learning Research EngineerData Scientist NlpMachine Learning Research ScientistSenior Machine Learning EngineerData SciencesMachine Learning ScientistSoftware Engineer Machine Learning ScientistNlp Data ScientistResearch Scientist Computer VisionApplied ScientistSr. Data ScientistSenior Quantitative Researcher