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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of support vector machines (SVM) in classification tasks?
RELATED INTERVIEW QUESTIONS
How do you use time-series decomposition to analyze seasonal trends?
What is the difference between correlation and causality?
What is the F1-score in classification tasks, and why is it important?
What is a confusion matrix, and how do you calculate its various metrics?
What is the role of data normalization in machine learning?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
How would you handle seasonality in a time-series forecasting problem?
How would you apply cross-validation techniques in a deep learning model?
How do you handle missing data in large datasets using imputation techniques?
How do you prevent model bias in machine learning algorithms?
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you handle multicollinearity in regression models?
What are deep learning and its key differences from traditional machine learning methods?
What are the different types of machine learning models used for predictive analytics?
What is the importance of model validation and how do you perform it in practice?
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