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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How does dimensionality reduction improve the performance of machine learning algorithms?
RELATED INTERVIEW QUESTIONS
How would you apply cross-validation techniques in a deep learning model?
What are the differences between bagging and boosting in ensemble methods?
How do you select the best machine learning model for a given dataset?
What are the limitations of using random forests for classification tasks?
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Explain the concept of Big Data and its challenges in the context of data analytics.
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Explain the concept of hyperparameter tuning and its role in model optimization.
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is the difference between batch processing and streaming in big data analytics?
What is the curse of dimensionality and how does it affect machine learning models?
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How would you handle an imbalanced dataset in a classification problem?
What is the F1-score in classification tasks, and why is it important?
What is the role of unsupervised learning in anomaly detection?
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