Reliance Industries Data Operator Interview Questions and Answers

If everyone is cheating you should also do it?

Q1. Everyhting about project..
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Q2. Linear vs logistic regression
Ans. 
Linear regression is used for continuous variables, while logistic regression is used for binary outcomes.
• Linear regression is used to predict a continuous outcome based on one or more input variables.

• Logistic regression is used to predict the probability of a binary outcome based on one or more input variables.

• Linear regression assumes a linear relationship between the independent and dependent variables, while logist...read more
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Q3. Normalization in dbms
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Normalization in DBMS is the process of organizing data in a database to reduce redundancy and improve data integrity.
• Normalization involves breaking down data into smaller, more manageable tables and establishing relationships between them.

• It helps in reducing data redundancy, minimizing data anomalies, and improving data consistency.

• There are different normal forms such as 1NF, 2NF, 3NF, BCNF, and 4NF, each with spec...read more
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Q4. List array difference etc
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Array difference is finding the elements that are present in one array but not in another.
• Use set operations like difference to find elements in one array but not in another.

• Example: arr1 = ['a', 'b', 'c'], arr2 = ['b', 'c', 'd'], arr_diff = set(arr1) - set(arr2) = ['a']
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Q1. Family Background
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Q2. Current Ctc, Skills
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Q1. What is HTML vs XHTML
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HTML is a markup language for creating web pages, while XHTML is a stricter version of HTML that follows XML rules.
• HTML is more forgiving and allows for sloppy coding, while XHTML requires well-formed and valid code.

• XHTML requires all tags to be closed properly, unlike HTML which allows for self-closing tags.

• XHTML is case-sensitive, while HTML is not.

• XHTML documents must be well-formed XML documents, while HTML documen
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Q1. Resume Based questions and ML & DL basics
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Q2. BERT and CNN models
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Some Basic Reasoning Based Questions

Q1. What is the purpose of using Common Table Expressions (CTE) in SQL?
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Q1. SQL table distributions.
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Q2. ADF switching questions?
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Q3. How do you optimize the performance?
Ans. 
Performance optimization in data engineering involves tuning queries, indexing, partitioning, and utilizing appropriate hardware.
• Tune queries by optimizing SQL code, using appropriate joins, and avoiding unnecessary operations.

• Utilize indexing to speed up data retrieval by creating indexes on frequently queried columns.

• Partition data to distribute it across multiple nodes or servers for parallel processing.

• Utilize appr...read more
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Q4. What is stored procedure?
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A stored procedure is a set of SQL statements that can be saved and reused in a database management system.
• Stored procedures are used to perform a specific task or set of tasks in a database.

• They can accept input parameters and return output parameters.

• Stored procedures can improve performance by reducing the amount of data sent between the database and the application.

• They can also enhance security by controlling acce...read more
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Q5. Ranking functions in SQL?
Ans. 
Ranking functions in SQL are used to assign a rank to each row based on a specific criteria.
• Ranking functions include RANK(), DENSE_RANK(), and ROW_NUMBER()

• RANK() assigns a unique rank to each distinct row

• DENSE_RANK() assigns a unique rank to each distinct row without gaps

• ROW_NUMBER() assigns a unique sequential integer to each row
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Q6. Modelling questions.
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