ICRA Analytics Senior Associate Interview Questions and Answers

Could be a little difficult to crack. It is advised to not cheat as they have smart screening process and your chance to get an interview goes for a toss

Simple case study. It could be a little difficult to understand what the interviewer wants from the problem statement. Ask questions to clarify what they are really expecting out of you.

Simple case study. Analytical skills were tested. They don't care if you have certain skills. They want to see your problem solving approach. Again interview could be a little confusing but ask questions.

A case study was given

Q1. What is regression analysis?
Ans. 
Regression analysis is a statistical method used to examine the relationship between two or more variables.
• It helps in understanding how the value of a dependent variable changes when one or more independent variables are varied.

• It is used to predict the value of the dependent variable based on the values of the independent variables.

• There are different types of regression analysis such as linear regression, logistic r
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Q2. Few questions on python
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Q1. Tell me about yourself.
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Q2. What do you know about secondary research?, What projects have you handled?
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Q1. What is Data science?
Ans. 
Data science is a field that uses scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data.
• Data science involves collecting, analyzing, and interpreting large amounts of data to solve complex problems.

• It combines statistics, machine learning, and domain knowledge to make predictions and decisions.

• Data scientists use programming languages like Python and R, as w...read more
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Q2. What is Decision Tree
Ans. 
A decision tree is a flowchart-like structure in which each internal node represents a test on an attribute, each branch represents the outcome of the test, and each leaf node represents a class label.
• Decision trees are a popular machine learning algorithm used for classification and regression tasks.

• They are easy to interpret and visualize, making them useful for understanding the decision-making process.

• Each internal...read more
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Q1. Case study based on Customer Churn
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Q2. Resume based project question
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Q1. Self introduction
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Q1. Why do you choose this company
Ans. 
I choose this company because of its strong reputation in the industry and opportunities for growth.
• Strong reputation in the industry

• Opportunities for growth and advancement

• Innovative work culture

• Positive reviews from current employees
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Q2. Whats your experience
Ans. 
I have 2 years of experience in data analysis and market research, with a focus on consumer behavior and trend analysis.
• 2 years of experience in data analysis and market research

• Specialize in consumer behavior and trend analysis

• Proficient in using statistical tools and software like SPSS and Excel

• Experience in creating reports and presentations for stakeholders
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