1st round: Interview with the hiring manager operating from abroad , this round generally check you projects skills, work experience and check how you're suitable for this position. 2nd round: There is online assessment by 3rd party (logical reasoning, quants) 3rd round: Technical round with Data Science lead
What do you understand about stochastic gradient descent?
Machine learning algorithms and about data science projects
1 open-ended machine learning question that provides a dataset and asks to conduct exploratory analysis, generate visualizations, predict a target variable, and visualize feature importance.
What are the relationships between the coefficient in the logistic regression and the odds ratio?
BST question and one SQL question
Describe assessment and your approach.
Case question was oriented around getting user data that could be used as a signal for validating recommendations.
what is orthogonality in ML?
How would evaluate the quality of a recommender system: online vs offline?
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