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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the importance of heteroscedasticity in regression models?
RELATED INTERVIEW QUESTIONS
What are LSTM networks, and how are they used in sequence prediction tasks?
How do you analyze multi-class classification problems with machine learning?
What are the best practices for analyzing real-time data streams?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How do you optimize an ML model when the dataset is imbalanced?
How do you perform feature scaling, and what are its benefits in machine learning?
What are support vector machines (SVM) and how do they classify data?
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What are the major differences between SQL and NoSQL databases in data analytics?
How would you evaluate model performance in an imbalanced dataset problem?
Explain the concept of model overfitting and how can it be mitigated.
How would you handle seasonality in a time-series forecasting problem?
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