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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you use decision trees for feature selection in machine learning?
RELATED INTERVIEW QUESTIONS
What is the difference between random forests and decision trees?
What is the significance of data encryption in data privacy and analytics?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What is the concept of feature extraction in computer vision?
What is reinforcement learning, and where is it applied in business analytics?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What are convolutional neural networks (CNN) used for in image recognition?
What are deep learning and its key differences from traditional machine learning methods?
How do you evaluate model stability and ensure it performs well over time?
What is the importance of hyperparameter tuning in machine learning models?
How would you apply cross-validation to avoid overfitting in a machine learning model?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is model drift, and how can it affect predictive analytics models?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you handle a large dataset that does not fit into memory?
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