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I applied via Referral and was interviewed before Feb 2023. There was 1 interview round.
Clustering is a technique used in data analysis to group similar data points together based on their characteristics.
Clustering is an unsupervised learning method.
It helps in identifying patterns and relationships in data.
Common clustering algorithms include K-means, hierarchical clustering, and DBSCAN.
Example: Grouping customers based on their purchasing behavior.
Example: Identifying different species of flowers based
To avoid overfitting, use techniques like cross-validation, regularization, and increasing training data.
Use cross-validation to evaluate model performance on unseen data
Apply regularization techniques like L1 or L2 regularization to penalize complex models
Increase the size of the training dataset to provide more diverse examples
Use feature selection or dimensionality reduction methods to reduce the complexity of the m...
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I applied via Company Website and was interviewed before May 2023. There was 1 interview round.
I applied via Company Website and was interviewed in Mar 2024. There were 2 interview rounds.
Pyspark, Python and Machine learning questions
I applied via Company Website and was interviewed before May 2023. There was 1 interview round.
We were trained for 2 weeks on web dev. and data science and were given individual 2 projects, according to the performance on them and a final interview, candidates were selected.
3 DSA Que was asked on hackerrank
I applied via campus placement at Kalinga Institute of Industrial Technology, Khurda and was interviewed before Apr 2022. There were 2 interview rounds.
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