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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
RELATED INTERVIEW QUESTIONS
How do you handle missing data in large datasets using imputation techniques?
Explain the concept of Markov Chains and its use in data modeling.
What is the accuracy paradox and how does it affect model evaluation?
What are the challenges in analyzing big data, and how do you mitigate them?
What is dimensionality reduction, and why is it important in data analytics?
What is the role of decision trees in building interpretable machine learning models?
Explain the Naive Bayes algorithm and its application in data analytics.
How does regularization help to reduce overfitting in machine learning models?
What is the ROC-AUC curve, and how do you interpret it?
How do you evaluate the effectiveness of an outlier detection model?
What is XGBoost, and how does it differ from other boosting algorithms?
What are the major differences between SQL and NoSQL databases in data analytics?
What are the challenges of data visualization, and how do you overcome them?
Explain how data integrity is maintained in a multi-source data environment.
What is an anomaly detection system, and how would you implement it in Python?
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