Info Edge Interview Questions, Process, and Tips

Mcq based test on data science concepts

Q1. Explain precision,recall etc
Ans. 
Precision and recall are metrics used to evaluate the performance of classification models.
• Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.

• Recall is the ratio of correctly predicted positive observations to the all observations in actual class.

• F1 score is the weighted average of precision and recall, where the best value is 1 and the worst is 0.

• Precision ...read more
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Q2. What is dropout in neural networks
Ans. 
Dropout is a regularization technique used in neural networks to prevent overfitting by randomly setting some neuron outputs to zero during training.
• Dropout is a regularization technique used in neural networks to prevent overfitting.

• During training, a fraction of neurons are randomly selected and their outputs are set to zero.

• This helps prevent complex co-adaptations in neurons and improves generalization.

• Dropout is t...read more
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Q1. Basic work profile and background related question
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Q1. Medium level questions on data analysis and data visualisation
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Q1. The head of ops took the interview, he asked pretty standard questions on analytical problems.
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Basic aptitude questions were asked.

Basic level DSA questions related to array, strings were asked.

Q1. Difference between manual and automation testing.
Ans. 
Manual testing is done manually by testers, while automation testing uses tools to execute test cases.
• Manual testing involves human intervention to test software functionality.

• Automation testing uses tools to execute test cases, reducing human effort.

• Manual testing is time-consuming and prone to errors, while automation testing is faster and more reliable.

• Manual testing is suitable for exploratory testing, while automa...read more
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Q2. Common puzzles were asked.
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Q1. Tell me about yourself.
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Q2. Why do you want to work in this role ?
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Social media pros and cons discussion

Q1. Why are you interested in this role?
Ans. 
I am passionate about developing innovative products that meet customer needs and drive business growth.
• Passion for creating innovative products

• Desire to meet customer needs

• Drive for business growth
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Q2. What are your interests?
Ans. 
My interests include product development, technology, innovation, and problem-solving.
• Product development

• Technology

• Innovation

• Problem-solving
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Q1. Tell me something About yourself and experience
Ans. 
Experienced manager with a background in leading teams and driving results.
• Over 10 years of experience in management roles

• Skilled in team building, problem-solving, and strategic planning

• Led a team that increased sales by 20% in the last quarter

• Implemented new processes that improved efficiency by 30%
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Q1. HLD of url shortner
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Q2. Resume based questions
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