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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
RELATED INTERVIEW QUESTIONS
How do you perform feature engineering in time-series data?
What is regression analysis, and how do you apply it in business analytics?
Explain the concept of a precision-recall curve and when to use it.
What is the purpose of a ROC curve in model evaluation?
What is the significance of hyperparameter tuning in optimizing machine learning models?
How do you handle imbalanced datasets in classification models?
What is the difference between segmentation and clustering in data analytics?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you analyze multi-class classification problems with machine learning?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you perform root cause analysis using data analytics in business?
How do you handle heteroscedasticity in regression models?
What is XGBoost, and how does it differ from other boosting algorithms?
How would you handle an imbalanced dataset in a classification problem?
What are deep learning and its key differences from traditional machine learning methods?
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