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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are deep learning and its key differences from traditional machine learning methods?
RELATED INTERVIEW QUESTIONS
How does the concept of cross-validation help prevent overfitting in machine learning models?
What is the difference between batch processing and streaming in big data analytics?
How do you perform outlier detection in data analytics?
What is the bootstrap method, and how is it used for confidence interval estimation?
What are the challenges of working with unstructured data, and how can they be overcome?
What are the differences between bagging and boosting in ensemble methods?
What are the most important performance metrics for classification models?
What are the main differences between batch processing and real-time processing in data analytics?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How would you evaluate the performance of a recommendation system?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you evaluate model robustness to different types of input data?
How do you assess model accuracy when working with time-series data?
How would you optimize the performance of a recommendation system for personalized product suggestions?
How do you use time-series decomposition to analyze seasonal trends?
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