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ITC Data Science Intern Interview Questions and Answers for Freshers

Updated 17 Dec 2024

ITC Data Science Intern Interview Experiences for Freshers

1 interview found

Data Science Intern Interview Questions & Answers

user image Avishkar Avishkar

posted on 17 Dec 2024

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I was interviewed before Dec 2023.

Round 1 - Group Discussion 

Every participant was allowed to speak in sequential matter on a given ethics based imaginary scenario.

Round 2 - Technical 

(2 Questions)

  • Q1. How to handle missing data in a dataset?
  • Ans. 

    Missing data can be handled by imputation, deletion, or using algorithms that can handle missing values.

    • Imputation: Fill missing values with mean, median, mode, or using predictive modeling.

    • Deletion: Remove rows or columns with missing values.

    • Algorithms: Use algorithms like Random Forest, XGBoost, or LightGBM that can handle missing values.

    • Consider the reason for missing data and choose the appropriate method for handl

  • Answered by AI
  • Q2. What is Random Forest Classifier?
  • Ans. 

    Random Forest Classifier is an ensemble learning method that builds multiple decision trees and merges them to improve accuracy.

    • Random Forest is a collection of decision trees that work together to make predictions.

    • Each tree in the Random Forest is built using a subset of the training data and a random subset of features.

    • The final prediction is made by aggregating the predictions of all the individual trees, usually th...

  • Answered by AI
Round 3 - HR 

(2 Questions)

  • Q1. How to choose a project out of the 2 for execution in your organization?
  • Ans. 

    Choose the project based on alignment with organizational goals, available resources, and potential impact.

    • Consider the alignment of the project with the organization's goals and objectives.

    • Evaluate the available resources such as data, expertise, and time for each project.

    • Assess the potential impact of each project on the organization's success and growth.

    • Prioritize projects that have clear deliverables, measurable ou...

  • Answered by AI
  • Q2. What would you do if your manager is opposed to execution of a project?
  • Ans. 

    I would try to understand the reasons behind the opposition and work towards finding a solution that addresses concerns.

    • Initiate a discussion with the manager to understand their concerns and reasons for opposition

    • Present a detailed analysis of the project, highlighting its potential benefits and addressing any potential risks or drawbacks

    • Propose alternative solutions or adjustments to the project plan that may allevia...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Always be ready with typical managerial and strategy questions. Put lots of attention in your strategic management and HR fundamentals classes.

Interview questions from similar companies

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Apr 2023. There were 3 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all tips
Round 2 - Aptitude Test 

Written test testing logical abilities

Round 3 - One-on-one 

(2 Questions)

  • Q1. Asked basics of ML
  • Q2. Additionally asked basic statistics based questions
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Apr 2023. There were 3 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Don’t add your photo or details such as gender, age, and address in your resume. These details do not add any value.
View all tips
Round 2 - Aptitude Test 

Written test testing logical abilities

Round 3 - One-on-one 

(2 Questions)

  • Q1. Asked basics of ML
  • Q2. Additionally asked basic statistics based questions

ITC Interview FAQs

How many rounds are there in ITC Data Science Intern interview for freshers?
ITC interview process for freshers usually has 3 rounds. The most common rounds in the ITC interview process for freshers are Group Discussion, Technical and HR.
What are the top questions asked in ITC Data Science Intern interview for freshers?

Some of the top questions asked at the ITC Data Science Intern interview for freshers -

  1. How to handle missing data in a datas...read more
  2. What is Random Forest Classifi...read more

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