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I applied via Company Website and was interviewed in Dec 2024. There were 4 interview rounds.
Given Python coding challenge related to string processing and second question was matrix processing using python
Bagging and boosting are ensemble learning techniques used to improve the performance of machine learning models by combining multiple weak learners.
Bagging (Bootstrap Aggregating) involves training multiple models independently on different subsets of the training data and combining their predictions through averaging or voting.
Boosting involves training multiple models sequentially, where each subsequent model correc...
To minimize overfitting, use techniques like cross-validation, regularization, early stopping. To minimize underfitting, increase model complexity, gather more data.
Use cross-validation to evaluate model performance on different subsets of data
Apply regularization techniques like L1 or L2 regularization to penalize large coefficients
Implement early stopping to prevent the model from training for too long
Increase model ...
LLM usecase involves using Latent Linear Models for various data analysis tasks.
LLM can be used for dimensionality reduction in high-dimensional data.
LLM can be used for clustering similar data points together.
LLM can be used for anomaly detection in datasets.
LLM can be applied in natural language processing tasks such as text classification.
LLM can be used in recommendation systems to predict user preferences.
I applied via LinkedIn and was interviewed in Apr 2023. There were 3 interview rounds.
Company fit is crucial for long-term success. Compensation expectations should align with industry standards and experience.
Research the company culture and values to ensure alignment with personal values and work style.
Understand the company's expectations for the role and how your skills and experience can meet or exceed them.
Discuss compensation openly and transparently, considering industry standards, your experien...
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I applied via Walk-in and was interviewed in Apr 2021. There was 1 interview round.
I applied via Campus Placement
I applied via Campus Placement and was interviewed in Dec 2016. There were 6 interview rounds.
I applied via Recruitment Consultant and was interviewed in Sep 2021. There was 1 interview round.
Design an ecommerce website for online shopping
User-friendly interface for easy navigation
Secure payment gateway integration
Product categorization and search functionality
Customer reviews and ratings
Responsive design for mobile compatibility
based on 2 interviews
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based on 7 reviews
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