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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
Explain data leakage and how to prevent it in machine learning models.
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What are the types of biases in data analysis and how can they be minimized?
How do you apply Shannon entropy in data analytics for feature selection?
How do you address skewed data distributions in machine learning models?
How do you perform root cause analysis using data analytics in business?
What is the difference between random forests and decision trees?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What is the difference between classification and regression problems in analytics?
How do you assess the impact of outliers in your data and model predictions?
What are the main differences between batch processing and real-time processing in data analytics?
Explain the importance of hyperparameter tuning in improving machine learning models.
How do you measure the generalization error of a machine learning model?
How do you perform sentiment analysis on social media data?
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