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GAVS Technologies
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SVM is a supervised machine learning algorithm used for classification and regression tasks.
SVM finds the hyperplane that best separates different classes in the feature space
It works well for high-dimensional data and is effective in cases where the number of dimensions is greater than the number of samples
SVM uses kernel functions to transform the input data into higher dimensions for better separation
It can handle b...
Incomplete data from the client can lead to inaccurate analysis and conclusions.
Missing data can result in biased models and inaccurate predictions.
Imputation techniques can be used to fill in missing values, but this can introduce errors.
Communication with the client to obtain the missing data is crucial for accurate analysis.
Consider the impact of missing data on the overall project timeline and budget.
Example: Missi...
They used to ask python questions
I applied via Walk-in and was interviewed before Sep 2022. There were 4 interview rounds.
15 Questions - 5 for each topic
Any technological topic
Top trending discussions
I applied via Campus Placement and was interviewed before Oct 2023. There were 3 interview rounds.
The first was a mcq based coding round for campus placement
This was a pairing coding round
Unsupervised algorithms are used to find patterns in data without labeled outcomes.
K-means clustering: partitions data into K clusters based on similarity
Hierarchical clustering: creates a tree of clusters based on similarity
Principal Component Analysis (PCA): reduces dimensionality by finding orthogonal components
Association rule mining: discovers interesting relationships between variables in large datasets
I applied via Company Website and was interviewed before Nov 2023. There was 1 interview round.
OOPS concept and Dynamic Programming coding challenges
I applied via Approached by Company and was interviewed in Oct 2024. There were 2 interview rounds.
It was difficult and was on hackerrank
Iterate through the list and compare each element to find the largest number.
Iterate through the list using a loop
Compare each element with a variable storing the current largest number
Update the variable if a larger number is found
I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.
Basic python questions on pandas,numpy, and basic SQL questions on windows function like lag
I applied via Naukri.com and was interviewed in Jun 2020. There was 1 interview round.
based on 3 interviews
Interview experience
based on 2 reviews
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