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Ideas2IT Technologies Data Scientist Interview Questions and Answers

Updated 11 May 2024

Ideas2IT Technologies Data Scientist Interview Experiences

2 interviews found

I applied via Naukri.com and was interviewed in Jun 2021. There were 6 interview rounds.

Interview Questionnaire 

5 Questions

  • Q1. Scenario based question on hypothesis testing, f test, z test, t test distribution
  • Q2. Puzzle and guess estimate questions
  • Q3. Bais Variance tradeoff (overfitting, underfitting), deep knowledge on how certain algorithm works.
  • Q4. Python basic knowledge, optimization techniques and coding knowledge. Approach to problem statement, analysing the data, outliers, missing data.
  • Q5. Basic nueral network and deep learning concept

Interview Preparation Tips

Interview preparation tips for other job seekers - Know the basics of python and coding. Machine Learning concepts, statistics.
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
-

I applied via Job Fair and was interviewed in Nov 2023. There was 1 interview round.

Round 1 - One-on-one 

(1 Question)

  • Q1. Explain anyone algorithm
  • Ans. 

    Random Forest is an ensemble learning algorithm that builds multiple decision trees and merges them together to get a more accurate and stable prediction.

    • Random Forest is a popular algorithm used for both classification and regression tasks.

    • It creates multiple decision trees during training and combines their predictions to improve accuracy.

    • Random Forest is less prone to overfitting compared to a single decision tree.

    • E...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - It was a good experience

Skills evaluated in this interview

Ideas2IT Technologies Interview FAQs

How many rounds are there in Ideas2IT Technologies Data Scientist interview?
Ideas2IT Technologies interview process usually has 1 rounds. The most common rounds in the Ideas2IT Technologies interview process are One-on-one Round.
How to prepare for Ideas2IT Technologies Data Scientist 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 Ideas2IT Technologies. The most common topics and skills that interviewers at Ideas2IT Technologies expect are Machine Learning, Python, Data Science, Deep Learning and Artificial Intelligence.
What are the top questions asked in Ideas2IT Technologies Data Scientist interview?

Some of the top questions asked at the Ideas2IT Technologies Data Scientist interview -

  1. Explain anyone algori...read more
  2. Bais Variance tradeoff (overfitting, underfitting), deep knowledge on how cert...read more
  3. Python basic knowledge, optimization techniques and coding knowledge. Approach ...read more

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Ideas2IT Technologies Data Scientist Salary
based on 22 salaries
₹7 L/yr - ₹22 L/yr
At par with the average Data Scientist Salary in India
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Ideas2IT Technologies Data Scientist Reviews and Ratings

based on 4 reviews

4.0/5

Rating in categories

3.6

Skill development

4.5

Work-Life balance

4.1

Salary & Benefits

5.0

Job Security

5.0

Company culture

3.6

Promotions/Appraisal

4.5

Work Satisfaction

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