Machine learning, algorithms, basic coding
Staff Data Scientist Interview Questions
118 staff data scientist interview questions shared by candidates
How to measure model performances for classification models?
1) What is central limit theorem, how do you apply it in a simulation environment. 2) Limitations of Python programming language 3) How to evaluate accuracy of ML model and reduce complexity in terms of the number of features 4) How to perform dimensional reduction 5) Describe experience related to application of theoretical concepts to real-world problems. 6) Describe a project involving E2E DS process or lifecycle
What is your experience monitoring ml models in production
Leetcode medium coding questions. Both data structure and algorithms.
Python string manipulation, basic data structures. SQL build KPIs from a sample data
Dynamic programming related coding question
Asked about Experience in NLP
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