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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are decision trees, and how are they used in classification tasks?
RELATED INTERVIEW QUESTIONS
Explain how latent variable models work in data analytics.
What is time-series forecasting, and how do you handle seasonality in models?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the role of decision trees in building interpretable machine learning models?
What is dimensionality reduction, and how does it improve model performance?
What is the role of Shannon entropy in feature selection?
What is the role of feature scaling in improving machine learning model accuracy?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What is the difference between KNN and SVM in classification tasks?
Explain the concept of Markov Chains and its use in data modeling.
What is the difference between correlation and causality?
Explain the concept of a data pipeline and its components in an analytics workflow.
How do you handle and process categorical data in machine learning algorithms?
How do support vector machines (SVM) work, and why are they used in classification problems?
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