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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 data imputation in handling missing data?
RELATED INTERVIEW QUESTIONS
How would you deal with multicollinearity in a regression analysis?
How do you perform unsupervised learning for customer segmentation?
What is data streaming, and how is it used for real-time analytics?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What is the importance of model validation and how do you perform it in practice?
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Explain the role of feature scaling in improving the performance of machine learning algorithms.
How do you perform feature engineering in time-series data?
How do you handle multicollinearity in regression models?
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What is the curse of dimensionality, and how does it impact data analysis?
What is the role of unsupervised learning in data clustering?
How do you analyze multi-class classification problems with machine learning?
Explain the concept of model overfitting and how can it be mitigated.
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
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