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Publicis Sapient
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Publicis Sapient Data Scientist Interview Questions and Answers
Publicis Sapient Data Scientist Interview Experiences
2 interviews found
Anonymous
NER training using deep learning
(2 Questions)
- Q1. Describe the approach taken for assignment
- Ans.
I approach assignments by breaking them down into smaller tasks, setting deadlines, and regularly checking progress.
Break down the assignment into smaller tasks to make it more manageable
Set deadlines for each task to stay on track
Regularly check progress to ensure everything is on schedule
Seek feedback from colleagues or supervisors to improve the quality of work
- Q2. Scenario based questions
Selected
I applied via Campus Placement and was interviewed before Feb 2023. There were 2 interview rounds.
Leet code practice solve medium difficulty questions
(1 Question)
- Q1. Linear regression logistic regression deep learning nlp
What people are saying about Publicis Sapient
Interview questions from similar companies
I applied via Naukri.com and was interviewed before Mar 2021. There was 1 interview round.
(1 Question)
- Q1. About Resume and basic ML
Interview Preparation Tips
I applied via Naukri.com and was interviewed before Mar 2021. There was 1 interview round.
(1 Question)
- Q1. About Resume and basic ML
Interview Preparation Tips
I appeared for an interview before Jul 2021.
(2 Questions)
- Q1. Model evaluation and performance metrices
- Q2. Explaination of bagging and boosting techniques
- Ans.
Bagging and boosting are ensemble techniques used to improve the accuracy of machine learning models.
Bagging involves training multiple models on different subsets of the training data and then combining their predictions through voting or averaging.
Boosting involves iteratively training models on the same data, with each subsequent model focusing on the samples that the previous models misclassified.
Bagging reduces va...
Interview Preparation Tips
Skills evaluated in this interview
Interview Questionnaire
1 Question
- Q1. Good knowledge about Machine Learning algorithms and their mathematical structure.
Interview Preparation Tips
Data Scientist Interview Questions & Answers
Optum Global Solutions
Prayank Kulshrestha
posted on 29 Mar 2022
I applied via Naukri.com and was interviewed in Mar 2022. There were 2 interview rounds.
(2 Questions)
- Q1. Question on NER models
- Q2. Question from project
(2 Questions)
- Q1. Critical thinking questions
- Q2. Case studies based questions
Interview Preparation Tips
Selected
I applied via Referral and was interviewed before Aug 2022. There were 4 interview rounds.
(1 Question)
- Q1. Question related to CNN in details, Different ML algorithms, Questions related to pandas
(1 Question)
- Q1. Question related to MLOps, GitHub
(1 Question)
- Q1. Salary expectations
Interview Preparation Tips
(1 Question)
- Q1. Fundamentals of ML, classical ML
- Ans.
Fundamentals of classical machine learning
Classical machine learning involves algorithms that learn from data and make predictions or decisions.
Common algorithms include linear regression, decision trees, support vector machines, and k-nearest neighbors.
Key concepts include training data, testing data, model evaluation, and hyperparameter tuning.
Classical ML is often used for tasks like classification, regression, clus
(1 Question)
- Q1. Research paper discussion
Skills evaluated in this interview
I applied via Recruitment Consultant and was interviewed in Mar 2021. There were 3 interview rounds.
Interview Questionnaire
2 Questions
- Q1. Super Quick Case Study on Sales
- Q2. Questions on Machine learning Projects in your Resume
Interview Preparation Tips
Other topics: SQL, Excel, Pivot tables
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Publicis Sapient Interviews By Designations
- Publicis Sapient Senior Associate Interview Questions
- Publicis Sapient Associate Technology L2 Interview Questions
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- Publicis Sapient Senior Associate Technology L1 Interview Questions
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- Publicis Sapient Senior Data Engineer Interview Questions
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Interview Questions for Popular Designations
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Publicis Sapient Data Scientist Interview Process
based on 3 interviews
Interview experience
Data Scientist Interview Questions from Similar Companies
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Publicis Sapient Data Scientist Reviews and Ratings
based on 4 reviews
Rating in categories
|
Senior Associate
2.1k
salaries
|  ₹11 L/yr - ₹40 L/yr |
|
Associate Technology L2
1.5k
salaries
| ₹6.5 L/yr - ₹20 L/yr |
|
Senior Associate Technology L1
1.2k
salaries
| ₹10.3 L/yr - ₹32 L/yr |
|
Senior Software Engineer
788
salaries
| ₹10 L/yr - ₹38 L/yr |
|
Senior Associate 2
642
salaries
| ₹14.1 L/yr - ₹42 L/yr |
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