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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 perform sentiment analysis on social media data?
RELATED INTERVIEW QUESTIONS
Explain the difference between bagging and boosting techniques.
What is time-series analysis, and what techniques do you use for it?
What are the steps involved in building a recommendation system for e-commerce?
Explain the concept of a precision-recall curve and when to use it.
Explain the concept of bias-variance tradeoff in machine learning.
What is Principal Component Analysis (PCA) used for in data reduction?
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Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the learning rate in deep learning, and how do you optimize it?
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How would you implement Text Classification using machine learning algorithms?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What is the significance of feature importance in decision tree algorithms?
What are the common types of clustering algorithms, and how do you choose between them?
What is the F1-score in classification tasks, and why is it important?
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