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I applied via Referral and was interviewed in Aug 2024. There was 1 interview round.
Moving Average is a statistical technique used to analyze data points by creating a series of averages of different subsets of the full data set.
Moving Average helps in smoothing out fluctuations in data to identify trends over time.
It is calculated by taking the average of a specific number of data points within a defined window.
For example, a 3-day moving average for stock prices would be the average of the stock pri...
Decorators in Python are functions that modify the behavior of other functions.
Decorators are denoted by the @ symbol followed by the decorator function name.
They allow you to add functionality to an existing function without modifying its code.
Common use cases include logging, timing, and authentication.
Example: @decorator_function def function_to_decorate(): pass
Object Oriented Programming is a programming paradigm based on the concept of objects, which can contain data and code.
OOP focuses on creating objects that interact with each other to solve complex problems.
Objects have attributes (data) and methods (functions) that can manipulate the data.
Encapsulation, inheritance, and polymorphism are key principles of OOP.
Example: In a car simulation program, a 'Car' object can hav...
Classes are blueprints for creating objects in object-oriented programming.
Classes define the properties and behaviors of objects
Objects are instances of classes
Classes can inherit properties and behaviors from other classes
Classes can have constructors to initialize objects
Classes can have methods to perform actions
Functions are blocks of code that perform a specific task and can be reused multiple times in a program.
Functions help in organizing code and making it more modular.
They can take input parameters and return output values.
Functions can be called multiple times from different parts of the program.
Examples: summing two numbers, finding the maximum value in a list.
Swap L1 and L5 in a list
Create a temporary variable to store the value of L1
Assign the value of L5 to L1
Assign the value of the temporary variable to L5
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I was interviewed in Jan 2025.
Assignment of Google sheets
Analysis and logical reasoning involve examining data, identifying patterns, and drawing conclusions based on evidence.
Analysis involves breaking down complex information into smaller components for better understanding.
Logical reasoning is the process of using rational thinking to make sense of information and draw valid conclusions.
Analytical skills are essential for interpreting data accurately and making informed d...
I applied via LinkedIn and was interviewed in Oct 2024. There were 2 interview rounds.
Sql based test.. question on python
Sql based coding test
Rank assigns unique ranks to each distinct value, while dense rank does not leave gaps between ranks.
Rank assigns unique ranks to each distinct value in a dataset
Dense rank does not leave gaps between ranks, assigning consecutive ranks to values with the same rank
For example, if values are 10, 20, 20, 30, then rank would be 1, 2, 2, 4 and dense rank would be 1, 2, 2, 3
Merge multiple files in Python using pandas.concat() or pd.merge() functions.
Use pandas.concat() function to merge multiple files vertically (row-wise).
Use pd.merge() function to merge multiple files horizontally (column-wise) based on a common column.
Ensure that the files have compatible column names and data types before merging.
Handle any missing or duplicate values appropriately during the merging process.
Consider ...
A data frame is a two-dimensional data structure in which data is stored in rows and columns.
Data frames are commonly used in programming languages like R and Python for data analysis.
Each column in a data frame represents a variable, while each row represents an observation.
Data frames can contain different types of data, such as numeric, character, and factor.
Data frames can be created from various sources like CSV f
I applied via LinkedIn and was interviewed in May 2023. There were 3 interview rounds.
Send assignment doings MS Excel
I applied via Company Website and was interviewed before Dec 2021. There were 2 interview rounds.
Group discussion can also provide feedback to instructors on participant comprehension.
I applied via Walk-in and was interviewed before Feb 2021. There were 3 interview rounds.
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