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Atonarp Microsystem India Data Scientist Interview Questions and Answers
Atonarp Microsystem India Data Scientist Interview Experiences
1 interview found
Selected
I applied via Campus Placement and was interviewed before May 2023. There were 3 interview rounds.
3 DSA problems in CodeChef platform.
(1 Question)
- Q1. Discussion on Resume & some aptitude questions.
(1 Question)
- Q1. This was the final round with Hiring manager. Again detailed discussion on some projects & HR type questions.
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Selected
(2 Questions)
- Q1. What metrics can be used to evaluate the performance of a regression model?
- Ans.
Various metrics like Mean Squared Error, R-squared, Mean Absolute Error can be used to evaluate regression model performance.
Mean Squared Error (MSE) - measures the average of the squares of the errors or deviations
R-squared (R2) - indicates the proportion of the variance in the dependent variable that is predictable from the independent variables
Mean Absolute Error (MAE) - measures the average of the absolute errors b...
- Q2. What methods can be used to remove a specific type of noise from an image?
- Ans.
Methods like median filtering, Gaussian filtering, and wavelet denoising can be used to remove noise from an image.
Median filtering replaces each pixel's value with the median value of its neighborhood.
Gaussian filtering uses a weighted average of neighboring pixels to smooth out noise.
Wavelet denoising decomposes the image into different frequency bands and removes noise from each band separately.
Machine learning-based problem.
Selected
I applied via campus placement at University of Wisconsin-Madison, United States and was interviewed before Jun 2023. There were 2 interview rounds.
(1 Question)
- Q1. MS/PhD level candidates were asked to make a 45-minute presentation on research projects they have worked on and technical questions were asked by panelists later on
(1 Question)
- Q1. Candidates were then shortlisted for 3-day on-site interview. Day 2 had around eight 1:1 technical interviews with managers and senior scientists.
Interview Preparation Tips
- Research Presntation
Selected
(2 Questions)
- Q1. What metrics can be used to evaluate the performance of a regression model?
- Ans.
Various metrics like Mean Squared Error, R-squared, Mean Absolute Error can be used to evaluate regression model performance.
Mean Squared Error (MSE) - measures the average of the squares of the errors or deviations
R-squared (R2) - indicates the proportion of the variance in the dependent variable that is predictable from the independent variables
Mean Absolute Error (MAE) - measures the average of the absolute errors b...
- Q2. What methods can be used to remove a specific type of noise from an image?
- Ans.
Methods like median filtering, Gaussian filtering, and wavelet denoising can be used to remove noise from an image.
Median filtering replaces each pixel's value with the median value of its neighborhood.
Gaussian filtering uses a weighted average of neighboring pixels to smooth out noise.
Wavelet denoising decomposes the image into different frequency bands and removes noise from each band separately.
Machine learning-based problem.
Senior Scientist Interview Questions & Answers
TE Connectivity
Atul Bhikaji Borse
posted on 19 Nov 2022
I applied via LinkedIn and was interviewed in Oct 2022. There were 3 interview rounds.
(2 Questions)
- Q1. Focus on job profile and give examples of problem solutions in your previous organization. New development done and success you achieved. Lastly about the TE Connectivity what did you like the most...
- Q2. Experience in each organization, case studies, problem solution and new development.
(1 Question)
- Q1. Salary expectations and hike
Interview Preparation Tips
Selected
I applied via campus placement at University of Wisconsin-Madison, United States and was interviewed before Jun 2023. There were 2 interview rounds.
(1 Question)
- Q1. MS/PhD level candidates were asked to make a 45-minute presentation on research projects they have worked on and technical questions were asked by panelists later on
(1 Question)
- Q1. Candidates were then shortlisted for 3-day on-site interview. Day 2 had around eight 1:1 technical interviews with managers and senior scientists.
Interview Preparation Tips
- Research Presntation
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