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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is Bagging in machine learning, and how does it reduce overfitting?
RELATED INTERVIEW QUESTIONS
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you use time-series decomposition to analyze seasonal trends?
What are convolutional neural networks (CNN) used for in image recognition?
How do you handle unstructured data in analytics models?
What are the key differences between machine learning and deep learning models?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
Explain how hyperparameter optimization improves machine learning model performance.
What are the differences between deep learning and ensemble methods in predictive analytics?
Explain the concept of hyperparameter tuning and its role in model optimization.
What is the F1-score in classification tasks, and why is it important?
How do you address skewed data distributions in machine learning models?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is reinforcement learning, and where is it applied in business analytics?
How would you perform real-time data analysis using Kafka and Spark?
How do you analyze multi-class classification problems with machine learning?
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