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HTML
CSS
Python
PHP
MySQL
Linux
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
Explain how backpropagation works in training neural networks.
How would you evaluate the performance of a recommendation system?
How do you identify and resolve data leakage in machine learning models?
How do you evaluate the effectiveness of an outlier detection model?
What is the concept of feature extraction in computer vision?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
How do you select relevant features from a dataset to improve model accuracy?
What are the common types of clustering algorithms, and how do you choose between them?
What is the significance of A/B testing in optimizing data-driven decisions?
What is the significance of the ROC-AUC score in evaluating classification models?
How would you assess the performance of a machine learning model over time?
How do you apply gradient descent in training deep neural networks?
What is the difference between classification and regression problems in machine learning?
What is the importance of model interpretability in real-world data analytics applications?
How would you visualize high-dimensional data using dimensionality reduction techniques?
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