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Applied Scientist Interview Questions
1,159 applied scientist interview questions shared by candidates
OA: Anagram, factors of number Ml fundamentals: what is precision, recall types of ml problems explain l1 vs l2 explain how clustering works and many more fundamental questions.
Explain Boosting, Random Forest, Bootstrap Aggregation.
ML depth and breadth questions: - What is an ensemble method? - Do you know logistic regression? - What are some regularization techniques for neural networks? - What is overfitting? - L2 regularization vs L1 regularization - Example of hypothesis testing - How do you evaluate a ML model? - Give some examples of classification algorithms ... Behavioral questions: - Tell me of a time you had a tight delivery and you were not able to deliver in time. - Tell me of a time when you helped someone without any ulterior motive
Case questions that test my knowledge in the specific area. For the bar raiser it is almost all behaviorial.
House Robber from Leet Code
List a technical challenge & how you overcame it.
The question asked was a Leetcode deserialize serialize the tree.
OA had one LC easy and medium question Behavioral Questions 1. How should I handover a project? 2. What do I do for conflict resolution? 3. How do i work in uncharted territory?
Modified tree traversal and ml questions
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