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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
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
How does feature scaling improve the convergence of gradient descent algorithms?
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How do you implement supervised learning for predictive modeling in healthcare analytics?
How do you evaluate model performance when the dataset is small and unbalanced?
Explain the difference between data mining and data analytics.
How do you use clustering for market segmentation in customer analytics?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How do you decide whether to use a parametric or non-parametric statistical method?
How do you optimize machine learning models for real-time decision-making?
What is the concept of Feature Extraction in computer vision analytics?
How do you perform feature scaling, and what are its benefits in machine learning?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you assess the impact of outliers in your data and model predictions?
How would you assess the performance of a machine learning model over time?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
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