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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the difference between batch processing and streaming in big data analytics?
RELATED INTERVIEW QUESTIONS
What is the difference between classification and regression problems in analytics?
How do you choose the best machine learning algorithm for a given dataset?
Explain the concept of Markov Chains and its use in data modeling.
What is XGBoost, and how does it differ from other boosting algorithms?
How do you handle high-dimensional data and reduce the risk of overfitting?
What is the F1-score in classification tasks, and why is it important?
What is dimensionality reduction, and how does it improve model performance?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you optimize the hyperparameters of machine learning algorithms?
What is time-series analysis, and what techniques do you use for it?
How does bootstrapping improve model accuracy in statistical analysis?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the differences between Ridge and Lasso regression?
What is transfer learning, and how is it useful in deep learning?
What is the role of decision trees in building interpretable machine learning models?
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