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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What are the challenges in analyzing big data, and how do you mitigate them?
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How do you apply data smoothing techniques for time-series forecasting?
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Explain how an ensemble learning method like Random Forest improves model performance.
What are the common types of clustering algorithms, and how do you choose between them?
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What is the concept of a confusion matrix, and how do you interpret its results in classification models?
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What are the major differences between SQL and NoSQL databases in data analytics?
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Explain the difference between data mining and data analytics.
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What is the role of data normalization in machine learning?
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