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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
Explain data leakage and how to prevent it in machine learning models.
RELATED INTERVIEW QUESTIONS
How do you apply data augmentation in deep learning for image processing?
Explain how you would approach feature engineering for a time-series dataset.
What is Bagging in machine learning, and how does it reduce overfitting?
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What are the key differences between supervised and unsupervised learning in data analytics?
What is the concept of Feature Extraction in computer vision analytics?
How do you handle high-velocity data in real-time analytics applications?
What is the difference between batch processing and streaming in big data analytics?
Explain the concept of Big Data and its challenges in the context of data analytics.
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How do you evaluate model performance when the dataset is small and unbalanced?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
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