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HTML
CSS
Python
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MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of unsupervised learning in data clustering?
RELATED INTERVIEW QUESTIONS
What is the role of unsupervised learning in data clustering?
How would you apply cross-validation to avoid overfitting in a machine learning model?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is the role of data normalization in machine learning?
What is the difference between classification and regression problems in analytics?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
Explain how hyperparameter optimization improves machine learning model performance.
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
How do you use SQL joins in data analytics to integrate data from multiple sources?
How do you optimize machine learning models for real-time decision-making?
What are the differences between Ridge and Lasso regression?
How do you evaluate the effectiveness of a recommendation system?
What are convex optimization techniques, and why are they important in machine learning?
How would you handle noisy data when training a machine learning model?
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