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NICE Actimize Data Scientist Interview Questions and Answers
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2 interviews found
Anonymous
I applied via Naukri.com and was interviewed in Nov 2024. There were 2 interview rounds.
(1 Question)
- Q1. What are the various regularization techniques used in machine learning?
- Ans.
Regularization techniques in machine learning help prevent overfitting by adding a penalty term to the loss function.
L1 regularization (Lasso): Adds the absolute value of the magnitude of coefficients as penalty term.
L2 regularization (Ridge): Adds the square of the magnitude of coefficients as penalty term.
Elastic Net regularization: Combines L1 and L2 regularization to get the best of both worlds.
Dropout regularizati...
(1 Question)
- Q1. Behavioural scenario based questions
Interview Preparation Tips
gaurav soni
Selected
I applied via Indeed and was interviewed before Jul 2023. There was 1 interview round.
(2 Questions)
- Q1. Projects you have worked on.
- Q2. Details and process followed
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Selected
I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.
(1 Question)
- Q1. Basic ML questions based on your project, python basic questions
Basic python questions on pandas,numpy, and basic SQL questions on windows function like lag
(3 Questions)
- Q1. Questions around the previous work
- Q2. Questions around how re-rank work, and image segmentation,
- Q3. Questions with podman and docker
Interview Preparation Tips
I was interviewed in Dec 2024.
(1 Question)
- Q1. What is oob in random forest
Nayan Kumar
Selected
I applied via Naukri.com and was interviewed in Mar 2024. There were 3 interview rounds.
(1 Question)
- Q1. Basic ML Question, Timesereis and RNN with some questions on Comp Vision
(1 Question)
- Q1. Project driven. Some coding
(1 Question)
- Q1. Salary Discussion
Aptitude, coding on python NLP
Python Data Frames, String list manipulation
(2 Questions)
- Q1. Common discussion
- Q2. Salary location etc
Selected
I applied via Naukri.com and was interviewed in May 2024. There were 3 interview rounds.
Python round tested basic Python only (not Pandas)
The case study round was with their client team
(1 Question)
- Q1. Are you willing to work from the client office?
I applied via Campus Placement
Test+2 interviews(technical and statistics)
Basic guestimates and case studies
Interview Preparation Tips
(1 Question)
- Q1. Questions on MLP, ML
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