First round: ML coding (AUC function) Onsite: OOP schema question (chess) Algo-DS coding question Behavioral round with senior engg. lead ML system discussion with Director of Engg. ML (optimize labeling workflow, question on how sample size affects sensitivity, specificity)
Tell me about a person with whom it was difficult to work with.
- sklearn LinearRegression - LinearRegression on a polynomial function - write a softmax function from scratch
Ask typical Leetcode q. Zigzag tree traversal
Behavior questions, technical questions, general background questions
Basic machine learning questions and questions related to Ericsson principles.
what is EDA?
Explore data and fit an ML model
Implement a linear regression model from scratch? What addition can be do to it to make it more efficient.
Q: Basic python coding(OOP) and basic machine learning(favourite model and why)
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