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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 support vector machines (SVM) in classification tasks?
RELATED INTERVIEW QUESTIONS
What is the confusion matrix, and how does it help evaluate classification models?
What is the significance of A/B testing in optimizing data-driven decisions?
How does feature scaling improve the performance of gradient-based learning algorithms?
What are the differences between Ridge and Lasso regression?
What are the benefits of using cloud analytics over on-premise solutions?
How do you assess model accuracy when working with time-series data?
How do you handle categorical data in machine learning models?
Explain how an ensemble learning method like Random Forest improves model performance.
PHP vs Python: Features, Differences and Benefits in 2025
What is the importance of model validation and how do you perform it in practice?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What is Collaborative Filtering, and how is it used in building recommendation systems?
Explain the concept of bias-variance tradeoff in machine learning.
What is the accuracy paradox and how does it affect model evaluation?
What is deep learning and how is it used for image recognition?
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