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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
RELATED INTERVIEW QUESTIONS
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the importance of data privacy in analytics, and how do you ensure compliance?
Explain how data integrity is maintained in a multi-source data environment.
What is the role of deep learning in modern analytics and business decision-making?
How do you use data augmentation to improve a deep learning model’s performance?
How do you perform sentiment analysis on social media data?
What is data leakage, and how can you prevent it in your analytics projects?
What are the different types of machine learning models used for predictive analytics?
Explain how you would deal with missing data in a large dataset.
Explain how principal component analysis (PCA) works for dimensionality reduction.
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is the role of visualization in data analysis, and which Python libraries would you use?
How do you apply gradient descent in training deep neural networks?
Explain the concept of a data pipeline and its components in an analytics workflow.
What is transfer learning, and how is it useful in deep learning?
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