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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
I applied via Company Website and was interviewed before Jun 2020. There was 1 interview round.
I appeared for an interview in Nov 2020.
Derivatives are financial instruments whose value is derived from an underlying asset or group of assets.
Types of derivatives include options, futures, forwards, and swaps.
Options give the holder the right, but not the obligation, to buy or sell an asset at a specified price before or on a specified date.
Futures are contracts to buy or sell an asset at a future date for a price agreed upon today.
Forwards are similar to...
Types of swaps include interest rate swaps, currency swaps, and commodity swaps.
Interest rate swaps involve exchanging fixed interest rate payments for floating rate payments.
Currency swaps involve exchanging principal and interest payments in one currency for another currency.
Commodity swaps involve exchanging cash flows based on the price of a commodity.
Other types of swaps include equity swaps, credit default swaps,
Types of options include call options and put options.
Call options give the holder the right to buy an asset at a specified price within a specific time frame.
Put options give the holder the right to sell an asset at a specified price within a specific time frame.
A bull market is a financial market characterized by rising prices and investor optimism.
Bull markets typically occur when the economy is strong and unemployment is low.
Investors are confident in the future of the market and are more willing to buy stocks.
Bull markets can last for months or even years, leading to significant gains for investors.
Examples of bull markets include the dot-com bubble in the late 1990s and t...
A bear market is a financial market characterized by declining prices and investor pessimism.
Occurs when stock prices fall by 20% or more from recent highs
Investors are generally pessimistic about the market's future performance
Can last for months or even years
Examples include the Great Recession of 2008 and the Dotcom Bubble burst in 2000
I appeared for an interview in Jan 2025.
Basic and general test
Testing common questions of aptitude
I applied via Naukri.com and was interviewed before Aug 2020. There were 3 interview rounds.
I applied via Walk-in and was interviewed before Sep 2021. There were 2 interview rounds.
Process of purchase, roles and responsibilities of purchaser
posted on 27 Apr 2022
I applied via Company Website and was interviewed before Apr 2021. There were 2 interview rounds.
I applied via Naukri.com and was interviewed in Nov 2020. There was 1 interview round.
I applied via Approached by Company and was interviewed before Mar 2021. There were 2 interview rounds.
based on 1 interview
Interview experience
Store Manager
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