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Supervised learning is a type of machine learning where the model is trained on labeled data to make predictions or decisions.
Uses labeled training data to learn the mapping between input and output variables
The model is trained on a dataset where the correct output is known
Examples include classification and regression tasks
Overfitting occurs when a model learns the noise in the training data rather than the underlying pattern.
Overfitting happens when a model is too complex and captures noise in the training data.
It leads to poor generalization on new, unseen data.
Techniques to prevent overfitting include cross-validation, regularization, and early stopping.
Example: A decision tree with too many branches that perfectly fits the training d
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I applied via Job Portal
A/B Testing, data structures
I was interviewed in Nov 2020.
I applied via Naukri.com and was interviewed in Aug 2023. There was 1 interview round.
I was interviewed in Jan 2025.
Basic and general test
Testing common questions of aptitude
I applied via Walk-in and was interviewed in Apr 2022. There were 3 interview rounds.
Find the greatest number that will divide 43, 91 and 183 so as to leave the same remainder in each case.
A.
4
B.
7
C.
9
D.
13
To sell effectively, understand customer needs, build relationships, demonstrate value, and close the deal.
Listen actively to understand customer needs and pain points.
Build rapport and trust with customers through effective communication.
Highlight the unique value proposition of the product or service.
Provide demonstrations or samples to showcase the benefits.
Address objections and concerns to alleviate customer hesit...
To convince a customer, understand their needs, build trust, provide value, and address objections.
Listen actively to understand their needs
Build trust by being honest and transparent
Provide value by offering solutions that meet their needs
Address objections by providing evidence and addressing concerns
Follow up to ensure satisfaction and build long-term relationships
I applied via Walk-in and was interviewed before Sep 2021. There were 2 interview rounds.
Process of purchase, roles and responsibilities of purchaser
I applied via Walk-in and was interviewed in Jan 2024. There was 1 interview round.
Digital initiative in trade marketing
Data interpretation & other skill related questions
based on 1 interview
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NIKE
PUMA
Under Armour
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