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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you optimize the performance of a recommendation system for personalized product suggestions?
RELATED INTERVIEW QUESTIONS
How would you apply cross-validation techniques in a deep learning model?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you perform feature importance analysis for model interpretability?
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What are recurrent neural networks (RNNs), and how do they handle time-series data?
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How do you evaluate the predictive accuracy of a machine learning model?
What is the curse of dimensionality, and how does it impact data analysis?
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How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the role of Natural Language Processing (NLP) in data analytics?
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
Explain the concept of a data pipeline and its components in an analytics workflow.
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