AI Variant
Espire Infolabs Interview Questions and Answers
Q1. which are the technical tools that your use for analysis and presentation purpose ?
I use tools like Python, SQL, Tableau for data analysis and visualization.
Python for data cleaning and analysis
SQL for querying databases
Tableau for creating interactive visualizations
Q2. In microsoft excel , a numeric value can be treated as a text value if it precedes with what?
A numeric value can be treated as a text value in Microsoft Excel if it precedes with an apostrophe.
Precede the numeric value with an apostrophe (') to treat it as text.
For example, entering '123 in a cell will display as text '123 instead of the numeric value 123.
This is useful when you want to display leading zeros in a number without Excel automatically removing them.
Q3. How would you remove duplicates In mysql
To remove duplicates in MySQL, you can use the DISTINCT keyword or the GROUP BY clause.
Use the DISTINCT keyword to select unique values from a single column.
Use the GROUP BY clause to select unique combinations of values from multiple columns.
You can also use the DELETE statement with a subquery to remove duplicate rows from a table.
Q4. How to find last 3 records
To find the last 3 records, sort the data in descending order and select the first 3 records.
Sort the data in descending order based on the relevant field
Select the first 3 records from the sorted data
Q5. New languages what you know
I am proficient in Python, SQL, and R for data analysis.
Proficient in Python for data cleaning and analysis
Strong in SQL for querying databases
Experienced in R for statistical analysis and visualization
Q6. Q1. How would you find the longest common subsequence in a string? Ans: Its a standard DP problem.
Finding the longest common subsequence in a string is a standard dynamic programming problem.
Use dynamic programming to build a 2D array to store the length of the longest common subsequence at each pair of indices.
Traverse the array to reconstruct the longest common subsequence.
Example: For strings 'ABCD' and 'ACD', the longest common subsequence is 'ACD'.
Q7. what is central limit theorem
Central Limit Theorem states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases.
The theorem states that regardless of the shape of the population distribution, the sampling distribution of the sample mean will be approximately normally distributed.
It is a fundamental concept in statistics and is used in hypothesis testing and confidence intervals.
For example, if you take multiple samples of a population and calculat...read more
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