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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of decision trees in building interpretable machine learning models?
RELATED INTERVIEW QUESTIONS
How do you assess model accuracy when working with time-series data?
What are the differences between Ridge and Lasso regression?
How do you handle high-dimensional data and reduce the risk of overfitting?
What are the best practices to ensure model interpretability and explainability?
How do you handle high-velocity data in real-time analytics applications?
What is the role of Markov chains in predictive analytics for customer behavior?
What is the significance of data encryption in data privacy and analytics?
Explain how you would approach feature engineering for a time-series dataset.
How would you perform data aggregation for summarizing large datasets?
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
Explain how data integrity is maintained in a multi-source data environment.
How do you balance the trade-off between bias and variance in machine learning?
What is linear programming, and how does it relate to data optimization problems?
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