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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is time-series analysis, and what techniques do you use for it?
RELATED INTERVIEW QUESTIONS
What is the Kurtosis of a distribution, and how do you interpret it?
What is the significance of hypothesis testing in data analysis?
What are decision trees, and how are they used in classification tasks?
What is the difference between regression and classification models in machine learning?
What are the different types of feature engineering methods and how do they impact model performance?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you evaluate the predictive accuracy of a machine learning model?
How do you handle categorical data in machine learning models?
What are semantic networks, and how are they used in knowledge extraction from text?
How does feature scaling improve the performance of gradient-based learning algorithms?
How do you use data augmentation to improve a deep learning model’s performance?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What are the best practices for analyzing real-time data streams?
How do you address skewed data distributions in machine learning models?
How do you handle imbalanced datasets in classification models?
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