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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
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 significance of hypothesis testing in data analysis?
How do you use data augmentation to improve a deep learning model’s performance?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How would you assess the performance of a machine learning model over time?
How do you ensure that your data pipeline is scalable for large datasets?
How do you evaluate model robustness to different types of input data?
What is data integrity, and how is it maintained in a database?
Explain the role of backpropagation in training neural networks.
How do you optimize the hyperparameters of machine learning algorithms?
What is the learning rate in deep learning, and how do you optimize it?
What is the role of data normalization in machine learning?
How do you handle heteroscedasticity in regression models?
What are support vector machines (SVM) and how do they classify data?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What is transfer learning, and how is it useful in deep learning?
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