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posted on 17 Dec 2024
I applied via Instahyre and was interviewed in Nov 2024. There was 1 interview round.
Use SQL query to count number of reportees for each manager and filter out those with atleast 5 reportees.
Write a SQL query to count number of reportees for each manager using GROUP BY clause
Add HAVING clause to filter out managers with atleast 5 reportees
Example: SELECT managerId, COUNT(id) AS num_reportees FROM table_name GROUP BY managerId HAVING num_reportees >= 5
Use libraries like pandas and dask to efficiently manage large datasets in Python.
Use pandas library for data manipulation and analysis.
Use dask library for parallel computing and out-of-core processing.
Optimize memory usage by loading data in chunks or using data types efficiently.
Consider using cloud services like AWS S3 or Google BigQuery for storing and processing large datasets.
Some commonly used Python libraries for Data Analysts are Pandas, NumPy, Matplotlib, and Scikit-learn.
Pandas - used for data manipulation and analysis
NumPy - used for numerical computing and working with arrays
Matplotlib - used for data visualization
Scikit-learn - used for machine learning and data mining
There are 150 Mcqs (aptitude + tech+ reasoning) and 2 coding questions
I applied via campus placement at National Institute of Technology (NIT), Tiruchirappalli and was interviewed in Feb 2024. There were 2 interview rounds.
We have given 12 puzzles on hackerearth based on probability and statistics and have to solve in 45 minutes
The probability of rolling an even number on a biased dice with 25% chance for 1 and 2 is 50%.
The biased dice has a 25% chance for rolling a 1 and a 25% chance for rolling a 2, totaling 50% for odd numbers.
Since there are only two odd numbers on a dice (1 and 2), the probability of rolling an even number is 50%.
The probability of rolling an even number on a standard dice is 50% as well, since there are 3 even numbers o
PDF stands for Probability Density Function and PMF stands for Probability Mass Function.
PDF is used for continuous random variables while PMF is used for discrete random variables.
PDF represents the probability distribution of a continuous random variable.
PMF represents the probability distribution of a discrete random variable.
Example: PDF can be used to calculate the probability of a random variable falling within a...
I applied via Naukri.com and was interviewed in Jun 2022. There were 3 interview rounds.
posted on 10 Aug 2024
I applied via Naukri.com and was interviewed in Jul 2024. There was 1 interview round.
Union combines and removes duplicates, Union All combines without removing duplicates
Union combines result sets and removes duplicates
Union All combines result sets without removing duplicates
Union is slower than Union All as it involves removing duplicates
Example: SELECT column1 FROM table1 UNION SELECT column1 FROM table2;
Example: SELECT column1 FROM table1 UNION ALL SELECT column1 FROM table2;
Coalesce function in SQL is used to return the first non-null value in a list of expressions.
Coalesce function takes multiple parameters and returns the first non-null value.
It is commonly used to handle null values in SQL queries.
Example: SELECT COALESCE(column_name, 'N/A') FROM table_name;
APTITUDE TEST ON MATHEMATICAL QNS
Profit and loss number system is a method used to calculate the financial performance of a business.
Profit is the positive difference between revenue and expenses.
Loss is the negative difference between revenue and expenses.
Net profit is the total profit after deducting all expenses.
Net loss is the total loss after deducting all expenses.
Profit and loss statement shows the financial performance of a business over a spe
posted on 29 Jul 2024
posted on 21 Feb 2024
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