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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages of using convolutional neural networks (CNN) in image analytics?
RELATED INTERVIEW QUESTIONS
How does feature scaling improve the performance of gradient-based learning algorithms?
What are active learning methods, and when would you apply them in data analytics?
What is the learning rate in deep learning, and how do you optimize it?
What are the differences between Ridge and Lasso regression?
What is dimensionality reduction, and why is it important in data analytics?
How would you evaluate model performance in an imbalanced dataset problem?
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How would you use cluster analysis for market segmentation?
What is Boosting in machine learning, and how does it work?
How do support vector machines (SVM) work, and why are they used in classification problems?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What is the role of Shannon entropy in feature selection?
How do you prevent model bias in machine learning algorithms?
What is the curse of dimensionality, and how does it impact data analysis?
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