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Societe Generale Global Solution Centre Data Scientist Interview Questions and Answers
Societe Generale Global Solution Centre Data Scientist Interview Experiences
2 interviews found
Anonymous
Basic DP, Array Questions
(1 Question)
- Q1. Resume Walkthrough and Discussion, Medium level coding questions
(1 Question)
- Q1. Discussion with Manager
(1 Question)
- Q1. Normal HR round
Selected
I applied via Recruitment Consulltant and was interviewed before Mar 2023. There were 2 interview rounds.
I was given a EDA problem with a not-so-perfect dataset. The dataset had data quality issues. The task was to explore the data set and answer some of the questions based on it.
(1 Question)
- Q1. There were multiple questions asked - I had to explain one of the ML models, a project of mine and some aptitude based questions.
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Interview Questionnaire
1 Question
- Q1. What PCA, Decision tree and computer vision
- Ans.
PCA is a dimensionality reduction technique, decision tree is a classification algorithm, and computer vision is a field of study focused on enabling computers to interpret and understand visual information.
PCA is used to reduce the number of variables in a dataset while retaining the most important information.
Decision trees are used to classify data based on a set of rules and conditions.
Computer vision involves usin...
Skills evaluated in this interview
Interview Questionnaire
1 Question
- Q1. Basic ML
I applied via Campus Placement and was interviewed before Sep 2020. There were 3 interview rounds.
Interview Questionnaire
1 Question
- Q1. Nothing much technical
Interview Preparation Tips
2. Fluency in English is important (depends on interview panel)
3. Clarity on what your talking about
I applied via Recruitment Consultant and was interviewed in Sep 2020. There were 3 interview rounds.
Interview Questionnaire
1 Question
- Q1. Machine learning concepts[Regression and classification] ,Python and Sql Basics
Interview Preparation Tips
I applied via Company Website and was interviewed before Jan 2020. There was 1 interview round.
Interview Questionnaire
1 Question
- Q1. Which job gives me do that work because of this job very important to me
Interview Preparation Tips
Interview Questionnaire
2 Questions
- Q1. Project related, domain knowledge
- Q2. Explain your past projects in detail. Machine learning algorithms. Hyperparamater tuning, cross validation, evaluation metrics
- Ans.
I have worked on various projects involving machine learning algorithms, hyperparameter tuning, cross validation, and evaluation metrics.
Developed a predictive model for customer churn using logistic regression and decision trees
Used random forest algorithm for image classification in a computer vision project
Implemented hyperparameter tuning using grid search and randomized search for a sentiment analysis project
Evalu...
Interview Questionnaire
1 Question
- Q1. First Round: Basic Statistics, Basic Python Programming, Past Projects. Second Round: Past Projects, Questions from computer vision, NLP, SQL, Basic Python.
I applied via Naukri.com and was interviewed before Jul 2021. There were 3 interview rounds.
(1 Question)
- Q1. NLP and Computer Vision based Question were asked.
(1 Question)
- Q1. General Questions on Machine Learning and deployments technique
(1 Question)
- Q1. Salary Negotiations and joining discussion
Interview Preparation Tips
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Societe Generale Global Solution Centre Interviews By Designations
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Overall Interview Experience Rating
based on 2 interview experiences
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Societe Generale Global Solution Centre Data Scientist Reviews and Ratings
based on 9 reviews
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