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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of Shannon entropy in feature selection?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
How do you evaluate model performance when the dataset is small and unbalanced?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the Kurtosis of a distribution, and how do you interpret it?
How do you ensure that your analysis is unbiased when working with large datasets?
What are the challenges of data visualization, and how do you overcome them?
What are the differences between deep learning and ensemble methods in predictive analytics?
Explain how backpropagation works in training neural networks.
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How would you implement a recommendation engine for movies using collaborative filtering?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the concept of feature extraction in computer vision?
How do you handle high-dimensional data and reduce the risk of overfitting?
What are the differences between logistic regression and linear regression?
What is the difference between segmentation and clustering in data analytics?
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