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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 deal with class imbalance in classification models?
RELATED INTERVIEW QUESTIONS
How do you handle imbalanced datasets in classification models?
How do you evaluate the stability of a clustering algorithm over different datasets?
How does dimensionality reduction improve the performance of machine learning algorithms?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What are convolutional neural networks (CNN) used for in image recognition?
How would you optimize the performance of a recommendation system for personalized product suggestions?
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Explain the Naive Bayes algorithm and its application in data analytics.
What is causal inference, and how does it differ from correlation analysis?
What are the primary steps involved in preparing data for a machine learning model?
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How do you analyze multi-class classification problems with machine learning?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is the Kurtosis of a distribution, and how do you interpret it?
What is the difference between deterministic and stochastic models in analytics?
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