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I appeared for an interview in Jul 2022.
Be well versed with pandas and numpy
DBSCAN is a density-based clustering algorithm that groups together points that are close to each other.
DBSCAN stands for Density-Based Spatial Clustering of Applications with Noise
It is good for identifying clusters of arbitrary shape and handling noise/outliers
It does not require the number of clusters to be specified beforehand
It works by defining a neighborhood around each point and grouping together points that ha...
PCA is used for dimensionality reduction to reduce the number of features in a dataset while retaining most of the information.
PCA helps in reducing the computational complexity of a model by reducing the number of features.
It helps in identifying the most important features in a dataset.
It can be used to visualize high-dimensional data in a lower-dimensional space.
PCA assumes that the data is linearly related and norm...
I appeared for an interview in Mar 2025, where I was asked the following questions.
I applied via Naukri.com and was interviewed in Mar 2024. There was 1 interview round.
I applied via Recruitment Consulltant and was interviewed before Nov 2023. There were 2 interview rounds.
Python coding. Basics of Machine learning and python was asked.
I have experience in credit risk modelling using various statistical and machine learning techniques.
Utilized logistic regression to predict credit default risk based on historical data
Implemented decision tree and random forest algorithms to assess creditworthiness of applicants
Used gradient boosting techniques to improve model performance
Incorporated feature engineering to enhance predictive power of the models
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I applied via Naukri.com
Answers to common interview questions for Software Engineer position
Option Strict and Option Explicit are compiler directives in VB.NET
Dispose() is used to release unmanaged resources while Finalize() is used for garbage collection
System.String is immutable while System.StringBuilder is mutable
Delegate is a type that represents a reference to a method
Value types store data directly while reference types store a referen...
posted on 16 Oct 2023
I applied via Campus Placement
2 hrs Python and aptitude
I applied via Company Website and was interviewed in Apr 2023. There were 4 interview rounds.
Logical reasoning, SQL, Python, Algorithmic thinking
Second round was a more difficult version of the SQL and Python testing
I applied via Company Website and was interviewed in Jun 2024. There were 3 interview rounds.
Excel, Maths and LOgical Questions
posted on 28 Feb 2024
I applied via Recruitment Consulltant and was interviewed in Jan 2024. There were 2 interview rounds.
It is not a aptitude just like a game
posted on 18 Mar 2024
based on 4 interview experiences
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