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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 data streaming, and how is it used for real-time analytics?
RELATED INTERVIEW QUESTIONS
How do you handle high-dimensional data and reduce the risk of overfitting?
How do you deal with temporal dependencies in time-series forecasting?
What are the benefits of using cloud analytics over on-premise solutions?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
How do you handle heteroscedasticity in regression models?
How do you prevent model bias in machine learning algorithms?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What are semantic networks, and how are they used in knowledge extraction from text?
How do you handle imbalanced datasets in classification models?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What is model drift, and how can it affect predictive analytics models?
What is time-series forecasting, and how do you handle seasonality in models?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you evaluate model performance when the dataset is small and unbalanced?
What is the role of Natural Language Processing (NLP) in data analytics?
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