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I applied via campus placement at Netaji Subhas Institute of Technology (NSIT) and was interviewed in May 2024. There were 4 interview rounds.
1 dsa question 2 sql queries questions on data analysis
Using window functions in SQL to perform calculations within a specific subset of data.
Window functions are used to perform calculations across a set of rows related to the current row.
Common window functions include ROW_NUMBER(), RANK(), DENSE_RANK(), and NTILE().
Example: SELECT employee_id, salary, AVG(salary) OVER (PARTITION BY department_id) AS avg_salary FROM employees;
Simple DSA along with data science topics
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Utilize machine learning models to predict employee attrition and take proactive measures to reduce it.
Collect relevant data such as employee demographics, performance metrics, satisfaction surveys, etc.
Preprocess the data by handling missing values, encoding categorical variables, and scaling numerical features.
Split the data into training and testing sets to train the model and evaluate its performance.
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