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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is time-series forecasting, and how do you approach it using machine learning algorithms?
RELATED INTERVIEW QUESTIONS
What is regression analysis, and how do you apply it in business analytics?
What is the importance of heteroscedasticity in regression models?
What is the difference between regression and classification models in machine learning?
How do you handle categorical data in machine learning models?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you handle missing data in large datasets using imputation techniques?
How would you handle noisy data when training a machine learning model?
How do support vector machines (SVM) work, and why are they used in classification problems?
How would you assess the performance of a machine learning model over time?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How would you handle an imbalanced dataset in a classification problem?
Explain data leakage and how to prevent it in machine learning models.
What is deep learning and how is it used for image recognition?
What are deep learning and its key differences from traditional machine learning methods?
What is the role of Shannon entropy in feature selection?
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