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Corner Stone Solution Data Scientist Intern Interview Questions and Answers

Updated 29 Sep 2021

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Data Scientist Intern Interview Questions

user image Anonymous

posted on 29 Sep 2021

I applied via Naukri.com and was interviewed in Mar 2021.

5 Interview Rounds

Interview Questions

  • Q1. Mostly related to deep learning and few computer vision concepts Add Answer

Interview Preparation Tips

Interview preparation tips for other job seekers - It's good to go through the JD of the company and prepare yourself before you appear for the interview . If you are aware of the requirement of the company and you prepare yourself that way there are high chances of clearing the interview.

Interview questions from similar companies

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 No response

I applied via Referral and was interviewed in Nov 2024.

2 Interview Rounds

1

Technical Round (4 Questions)

  • Q1. Types of Chunking in data preparation in RAG
  • Q2. How Embedding works in Vector Databases
  • Q3. Explain ARIMA model
  • Q4. How can we decide to choose Linear Regression for a business problem
2

Technical Round (4 Questions)

  • Q1. What is token and it's limit for Open Source LLMs
  • Q2. Difference of a Regression and Time Series problem
  • Q3. Advantage of LSTM over RNN
  • Q4. Performance Metrics for Logistic Regression
Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via Referral and was interviewed in May 2024.

1 Interview Round

1

Technical Round (4 Questions)

  • Q1. Given a variable, how to do Linear Regression?
  • Q2. How Linear Regression handles noise?
  • Q3. Solve two equations to find coefficients?
  • Q4. Probability question on picking a red ball from Red, blue, black ball bag with replacement.

Interview Preparation Tips

Interview preparation tips for other job seekers - JPMC mainly uses traditional machine learning algorithms for interpretability. Not so much scope for progress if you want to work for cutting-edge technology.

Skills evaluated in this interview

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via LinkedIn and was interviewed in Jul 2024.

3 Interview Rounds

1

Assignment Round

Assignment on credit risk

2

Technical Round (1 Question)

  • Q1. Hyperparameter tuning
3

Technical Round (1 Question)

  • Q1. Case study for problem solving
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. How do you define model Gini?
  • Q2. How to you train XG boost model

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

HR Round (2 Questions)

  • Q1. How much experience do you have?
  • Q2. What is the tech stake you ahve worked on?
Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 -
Result
 No response

I applied via Job Portal and was interviewed in Nov 2023.

1 Interview Round

1

One-on-one Round (5 Questions)

  • Q1. What is Gradient Descents?
  • Q2. What is LSTM?, and what are the gates in it?
  • Q3. They gave me a link to dataset and started saying the operations to apply on that. E.g, value_counts, null_values, fill the values with mean,etc.
  • Q4. What is t-test? What is Mean, Median and Mode and where to use these?
  • Q5. What is RANDOM FOREST ?

Interview Preparation Tips

Topics to prepare for Motilal Oswal Financial Services Data Scientist interview:
  • Machine Learning
  • Statistics
  • Pandas
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

One-on-one Round (1 Question)

  • Q1. What is cross validation ?

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
Selected  Selected

I applied via Company Website and was interviewed before Aug 2023.

2 Interview Rounds

1

Technical Round (2 Questions)

  • Q1. What is Bert and transformer
  • Q2. NLP pre processing techniques
2

HR Round (2 Questions)

  • Q1. Basic questions
  • Q2. Strength weakness

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Aptitude Test Round

Good round take aptitude test. Prepare very well and try to solve leet code problems and also practice available aptitude questions bank available in google

Corner Stone Solution Interview FAQs

How to prepare for Corner Stone Solution Data Scientist Intern interview?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at Corner Stone Solution. The most common topics and skills that interviewers at Corner Stone Solution expect are AWS, Cloud, Cloud Computing, Data Collection and Database.

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