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I applied via Recruitment Consulltant and was interviewed in Aug 2022. There were 3 interview rounds.
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Stemming and lemmatization are techniques used in natural language processing to reduce words to their base or root form.
Stemming is a process of reducing words to their base form by removing suffixes.
Lemmatization is a process of reducing words to their base form by considering the context and part of speech.
Stemming is faster but may not always produce a valid word, while lemmatization is slower but produces valid wo...
Multicollinearity can be measured using correlation matrix, variance inflation factor (VIF), or eigenvalues.
Calculate the correlation matrix to identify highly correlated variables.
Use the variance inflation factor (VIF) to quantify the extent of multicollinearity.
Check for high eigenvalues in the correlation matrix, indicating multicollinearity.
Consider using dimensionality reduction techniques like principal componen
Machine Learning, Metrics
I applied via Naukri.com and was interviewed in Sep 2023. There were 3 interview rounds.
I applied via Approached by Company and was interviewed before Sep 2023. There were 3 interview rounds.
Simple Data Science Case Study
Data Science Case Study
I applied via Recruitment Consulltant and was interviewed before Jul 2022. There were 3 interview rounds.
I applied via Recruitment Consulltant and was interviewed before Jan 2022. There were 3 interview rounds.
posted on 11 Apr 2024
Neural network is a computational model inspired by the way the human brain works, used for machine learning tasks.
Neural network is a series of algorithms that attempts to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates.
Backpropagation is a technique used to train neural networks by updating the weights of the network to minimize the difference between...
I applied via Approached by Company and was interviewed before Jul 2023. There were 4 interview rounds.
SQL, Machine Learning, Probability
I applied via Company Website and was interviewed before Sep 2022. There were 4 interview rounds.
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