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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the difference between correlation and causality?
RELATED INTERVIEW QUESTIONS
How would you handle seasonality in a time-series forecasting problem?
What are support vector machines (SVM) and how do they classify data?
Explain how you would approach feature engineering for a time-series dataset.
What is model drift, and how can it affect predictive analytics models?
What is stratified sampling, and when should it be used in machine learning?
How do you apply Shannon entropy in data analytics for feature selection?
What are convex optimization techniques, and why are they important in machine learning?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What is gradient boosting and why is it more effective than traditional decision trees?
What is an anomaly detection system, and how would you implement it in Python?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What is the role of cloud computing in enabling data analytics at scale?
How do you evaluate model robustness to different types of input data?
What is the concept of Feature Extraction in computer vision analytics?
How do you use SQL joins in data analytics to integrate data from multiple sources?
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