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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 recurrent neural networks (RNNs), and how do they handle time-series data?
RELATED INTERVIEW QUESTIONS
What is Principal Component Analysis (PCA) used for in data reduction?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How do you handle textual data when working with machine learning models?
What are active learning methods, and when would you apply them in data analytics?
What are convolutional neural networks (CNN) used for in image recognition?
How do you evaluate model robustness to different types of input data?
What is data streaming, and how is it used for real-time analytics?
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Explain the importance of hyperparameter tuning in improving machine learning models.
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How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
How would you evaluate model performance in an imbalanced dataset problem?
How do you evaluate the predictive accuracy of a machine learning model?
How do you use SQL joins in data analytics to integrate data from multiple sources?
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