Penna Cement Industries Data Analyst Interview Questions and Answers

Q1. Job roles and responsibilities
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Q1. Question relating to taxation
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Q2. Question related to Accounting
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It was good and simple with basics

Q1. What is data science
Ans. 
Data science is a multidisciplinary field that uses scientific methods, processes, 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 make informed decisions.

• It combines statistics, machine learning, data visualization, and computer science to uncover patterns and trends in data.

• Data scien...read more
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Q2. Explain linear regression
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Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables.
• Linear regression is used to predict the value of a dependent variable based on the value of one or more independent variables.

• It assumes a linear relationship between the independent and dependent variables.

• The goal of linear regression is to find the best-fitting line that repres...read more
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Solving SQL problem on vehicle fuel theft finding

Q1. Designing end to end ETL and ELT for OLTP to OLAP
Ans. 
Designing ETL/ELT process to move data from OLTP to OLAP for analysis and reporting purposes.
• Identify data sources in OLTP database

• Extract data using ETL tools like Informatica or Talend

• Transform data to fit OLAP schema using SQL queries or data manipulation tools

• Load transformed data into OLAP database like Redshift or Snowflake

• Schedule regular updates to keep OLAP database current
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Q1. Would you be able to generate sales?
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Q1. What was your last package?
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Q2. What is your expectation?
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Q3. Would you be comfortable with variable pay also?
Ans. 
Yes, I am comfortable with variable pay.
• I understand that variable pay is based on performance and I am confident in my abilities to meet or exceed expectations.

• I am motivated by the opportunity to earn more based on my hard work and dedication.

• I am open to discussing the details of the variable pay structure and how it aligns with the company's goals.

• For example, in my previous role, I received a bonus based on achiev...read more
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Q1. Why want to change and what was your expectations, and what you did best in past company.
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