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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you evaluate the performance of a recommendation system?
RELATED INTERVIEW QUESTIONS
How do you perform unsupervised learning for customer segmentation?
What is the K-nearest neighbors algorithm, and when would you use it?
Explain the importance of hyperparameter tuning in improving machine learning models.
What is the Kurtosis of a distribution, and how do you interpret it?
What are the primary steps involved in preparing data for a machine learning model?
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What are convex optimization techniques, and why are they important in machine learning?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
What is Boosting in machine learning, and how does it work?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are support vector machines (SVM) and how do they classify data?
Explain how hyperparameter optimization improves machine learning model performance.
What is multi-objective optimization, and how does it differ from single-objective optimization?
Explain the difference between bagging and boosting techniques.
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