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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 Bagging in machine learning, and how does it reduce overfitting?
RELATED INTERVIEW QUESTIONS
What is the significance of feature importance in decision tree algorithms?
How would you handle seasonality in a time-series forecasting problem?
What is the role of data governance in an organization’s analytics framework?
How do you implement supervised learning for predictive modeling in healthcare analytics?
What is tuning in machine learning, and how do you apply it to hyperparameters?
Explain the difference between random forests and gradient boosting methods.
What are the best practices to ensure model interpretability and explainability?
Explain the concept of reinforcement learning and its applications in analytics.
How do you detect data imbalances in a classification problem and address them?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What is time-series analysis, and what techniques do you use for it?
How do you identify and resolve data leakage in machine learning models?
How do you handle categorical data in machine learning models?
What are convolutional neural networks (CNN) used for in image recognition?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
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