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HTML
CSS
Python
PHP
MySQL
Linux
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
How do you handle high-dimensional data and reduce the risk of overfitting?
Explain how latent variable models work in data analytics.
What are active learning methods, and when would you apply them in data analytics?
How would you evaluate model performance in an imbalanced dataset problem?
What is transfer learning, and how is it useful in deep learning?
How does the concept of cross-validation help prevent overfitting in machine learning models?
What is the K-nearest neighbors algorithm, and when would you use it?
How do you perform sentiment analysis on social media data?
Explain the role of backpropagation in training neural networks.
What are the challenges of data visualization, and how do you overcome them?
How do you balance the trade-off between bias and variance in machine learning?
How do support vector machines (SVM) work, and why are they used in classification problems?
Explain how data integrity is maintained in a multi-source data environment.
What are the advantages of using XGBoost over other machine learning algorithms?
How do you interpret the results of cluster analysis in market research?
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