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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
RELATED INTERVIEW QUESTIONS
How do you perform feature scaling, and what are its benefits in machine learning?
What is the difference between deterministic and stochastic models in analytics?
What are the limitations of using random forests for classification tasks?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
What is the bootstrap method, and how is it used for confidence interval estimation?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What is the importance of hyperparameter tuning in machine learning models?
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How do you ensure that your data pipeline is scalable for large datasets?
Explain the difference between random forests and gradient boosting methods.
What is the difference between batch processing and streaming in big data analytics?
What are data imputation techniques, and how are they used for handling missing data?
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