Mahindra Finance
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Python based EDA assignment
posted on 16 Feb 2024
I applied via Campus Placement and was interviewed in Aug 2023. There were 2 interview rounds.
Asked questions from python and SQL
Tuples are ordered collections of elements, similar to lists but immutable.
Tuples are created using parentheses ()
Elements in a tuple can be of different data types
Tuples are immutable, meaning their elements cannot be changed once created
Credit risk refers to the potential loss that a lender may incur due to a borrower's failure to repay a loan or meet their financial obligations.
Credit risk is the risk of default on a debt that may arise from a borrower failing to make required payments.
It is a key consideration for banks and financial institutions when lending money.
Factors that contribute to credit risk include the borrower's credit history, financi...
Asked about a case study on whom to give a loan among 1000 customers
I applied via Naukri.com and was interviewed before Feb 2023. There were 3 interview rounds.
Indexing is a technique used to optimize the performance of databases by creating a data structure that allows for quick retrieval of data.
Indexing involves creating a data structure that maps the values of a particular column in a database table to their physical storage locations on disk.
It helps in speeding up data retrieval operations by allowing the database to quickly locate the rows that satisfy a certain condit...
I applied via LinkedIn and was interviewed in Nov 2022. There were 4 interview rounds.
Pandas and SQL questions and some business case
LSTM has better memory retention than RNN.
LSTM can remember long-term dependencies better than RNN.
LSTM has a gating mechanism that controls the flow of information.
LSTM can handle vanishing gradient problem better than RNN.
LSTM is more suitable for tasks that require long-term memory, such as speech recognition and language translation.
Multicollinearity is a phenomenon where two or more independent variables in a regression model are highly correlated.
It can lead to unstable and unreliable estimates of regression coefficients.
It can make it difficult to determine the individual effect of each independent variable on the dependent variable.
It can also result in inflated standard errors and p-values, making it difficult to identify statistically signif...
RAM stands for Random Access Memory, a type of computer memory that can be accessed randomly. ROM stands for Read-Only Memory, a type of memory that stores data permanently.
RAM is volatile memory used by the computer to store data and program instructions temporarily.
ROM is non-volatile memory that stores firmware and cannot be easily modified or deleted.
RAM is faster but loses data when power is turned off, while ROM ...
Computers understand machine language, which is a set of binary codes representing instructions that the computer can execute.
Computers understand machine language, which consists of binary code representing instructions.
High-level programming languages like Python, Java, C++ are used to write code that is then translated into machine language.
Compilers and interpreters are used to convert high-level code into machine
Machine language is the lowest-level programming language that directly corresponds to instructions executed by a computer's CPU.
Machine language consists of binary code representing instructions that can be executed by a computer's central processing unit (CPU)
It is the lowest-level programming language and is specific to the type of CPU being used
Machine language is difficult for humans to read and write, as it is co...
BIOS works as a firmware that initializes hardware components during the boot process of a computer.
BIOS stands for Basic Input/Output System
It is responsible for initializing and testing hardware components like the CPU, memory, and storage devices
BIOS also provides the necessary instructions for the operating system to boot up
It is stored on a ROM chip on the motherboard
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