Mahindra Finance
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Python based EDA assignment
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.
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...
I applied via Walk-in and was interviewed in Nov 2024. There were 2 interview rounds.
Normal general aptitude questions
DSA must and sql, python
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...
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