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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 stratified sampling, and when should it be used in machine learning?
RELATED INTERVIEW QUESTIONS
What is Collaborative Filtering, and how is it used in building recommendation systems?
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What is the role of data enrichment in data analytics, and how is it achieved?
How would you evaluate model performance in an imbalanced dataset problem?
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Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you evaluate model performance when the dataset is small and unbalanced?
How do you handle categorical data in machine learning models?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What are the primary steps involved in preparing data for a machine learning model?
What is the importance of model validation and how do you perform it in practice?
How would you handle noisy data when training a machine learning model?
How do you implement supervised learning for predictive modeling in healthcare analytics?
How do you interpret the results of cluster analysis in market research?
How do you handle textual data when working with machine learning models?
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