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Capgemini Senior Data Science Consultant Interview Questions and Answers
1 interview found
Mohan Singh
Selected
I applied via Approached by Company and was interviewed in Dec 2023.
3 Interview Rounds
One-on-one Round (6 Questions)
- Q1. Why CNN is preferred over feed forward neural networks ? View Answers (1)
- Q2. Problem based linear regression questions, basically about identifying the actual relationship between IV and DV variables. Add Answer
- Q3. If dealing with non-linearity with same data as in above question, which algo to prefer ? Typically it was on polynomial regression and how we choose the degree...read more Add Answer
- Q4. Explain overfitting and underfitting ? Techniques to avoid this View Answers (1)
- Q5. Explain cross validation and its process of working View Answers (1)
- Q6. Python based few things Add Answer
Case Study Round
It was basically conceptual round with the vp. There were General questions about the studies, projects, data science journey etc.
And then an use case. I don't remember exactly but it was something like..
Different companies sales their different models of cars and providing incentives which are not coming through dealers obviously..infact from manufacturer itself.
Few more things on this and then questions like-
How would you convert this into an analytics problem?
What kind of data would be required to perform such analysis?
If you are dealing with regression problem but time is involved there, how you will solve that now ?
Some things on trend, seasonality in time series analysis, about arima.
Basically statistical kind of round but based on business scenarios.
Hope that helps😉
HR Round (1 Question)
- Q1. Simple things on Salary discussions, expectations etc. Add Answer
Interview Preparation Tips
Skills evaluated in this interview
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Aman Jaiswal
I applied via Campus Placement
1 Interview Round
Technical Round (2 Questions)
- Q1. Design a dwmand planning system View Answers (1)
- Q2. Pick one point from resume and explain View Answers (1)
Skills evaluated in this interview
I applied via Campus Placement
2 Interview Rounds
Technical Round (1 Question)
- Q1. ML and deep learning questions Add Answer
Interview Round (2 Questions)
- Q1. Projects discussion Add Answer
- Q2. Chatgpt architecture Add Answer
I applied via Job Fair
2 Interview Rounds
Aptitude Test Round
(51+52+53+......+100) =
HR Round (4 Questions)
- Q1. M.s excel , red hat , Add Answer
- Q2. Introdution M.s word Add Answer
- Q3. Linux , git , mavel , nexus. Add Answer
- Q4. Sonar cube , aws , super putty. Add Answer
Interview Preparation Tips
Selected
I applied via campus placement at Chennai Mathematical Institute, Chennai and was interviewed in Dec 2023.
1 Interview Round
One-on-one Round (3 Questions)
- Q1. What are Large Language Models? View Answers (1)
- Q2. Do you know about RAGs? View Answers (1)
- Q3. Which is the best clustering algorithm? View Answers (1)
Skills evaluated in this interview
Selected
I applied via Job Portal and was interviewed in Oct 2023.
4 Interview Rounds
Coding Test Round
Coding test is important
Coding Test Round
Most important in coding test
Group Discussion Round
Group discussion is share the projects many people one idea
HR Round (1 Question)
- Q1. Last round in HR round in salary details joining in company Add Answer
Aila Chanakya Darahas
2 Interview Rounds
Coding Test Round
Good execellnt and well done
HR Round (2 Questions)
- Q1. Tell me your self Add Answer
- Q2. Tell me why cogniznt Add Answer
Selected
2 Interview Rounds
Resume Shortlist Round
One-on-one Round (3 Questions)
- Q1. Always prepare projects u have worked on in STAR format. Add Answer
- Q2. Tell me about yourself . Add Answer
- Q3. Explain any 4 projects in STAR format View Answers (1)
Interview Preparation Tips
And explain projects in STAR format.
I applied via Approached by Company and was interviewed in May 2022.
4 Interview Rounds
Resume Shortlist Round
3 on 1 round Round (2 Questions)
- Q1. Difference between evar and prop View Answers (1)
- Q2. What is clustering and classification View Answers (1)
One-on-one Round (2 Questions)
- Q1. Case study questions related to Data Science Add Answer
- Q2. Why i want to join Add Answer
HR Round (2 Questions)
- Q1. What is reason i am leaving previous company Add Answer
- Q2. Team handling experience Add Answer
Interview Preparation Tips
Skills evaluated in this interview
I applied via Approached by Company and was interviewed in Jun 2022.
3 Interview Rounds
Resume Shortlist Round
One-on-one Round (1 Question)
- Q1. Details of interview person and family details and address and personal information and other study performance
Ramya mother father brother
Borigama inchoda Add Answer
One-on-one Round (2 Questions)
- Q1. How to do work yours Add Answer
- Q2. Hiw to do spend time Add Answer
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