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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
What is the role of Markov chains in predictive analytics for customer behavior?
How do you assess model accuracy when working with time-series data?
Explain the concept of reinforcement learning and its applications in analytics.
What are the most important performance metrics for classification models?
What is the role of decision trees in building interpretable machine learning models?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What is tuning in machine learning, and how do you apply it to hyperparameters?
What are convolutional neural networks (CNN) used for in image recognition?
What is the importance of model validation and how do you perform it in practice?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is Boosting in machine learning, and how does it work?
How do you handle missing data in large datasets using imputation techniques?
Explain the concept of a data pipeline and its components in an analytics workflow.
How does data governance ensure the quality and security of your analytics outputs?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
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