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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
How do you balance the trade-off between bias and variance in machine learning?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
Explain how latent variable models work in data analytics.
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is the role of cloud computing in enabling data analytics at scale?
What are the best practices to ensure model interpretability and explainability?
What is the difference between regression and classification models in machine learning?
What is deep learning and how is it used for image recognition?
How do you ensure that your analysis is unbiased when working with large datasets?
Explain how you would deal with missing data in a large dataset.
How do you apply Shannon entropy in data analytics for feature selection?
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is causal inference, and how does it differ from correlation analysis?
How would you apply cross-validation to avoid overfitting in a machine learning model?
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