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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you detect data imbalances in a classification problem and address them?
RELATED INTERVIEW QUESTIONS
What is the concept of feature extraction in computer vision?
What is the role of data enrichment in data analytics, and how is it achieved?
What is Boosting in machine learning, and how does it work?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you analyze multi-class classification problems with machine learning?
How do you use SQL joins in data analytics to integrate data from multiple sources?
What are the key differences between a decision tree and a random forest?
What is the role of natural language processing in analyzing customer feedback?
What are the differences between bagging and boosting in ensemble methods?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is the importance of using dropout in deep learning models?
What are convex optimization techniques, and why are they important in machine learning?
How would you assess the performance of a machine learning model over time?
What are the differences between LSTM and GRU networks in deep learning?
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