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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are decision trees, and how are they used in classification tasks?
RELATED INTERVIEW QUESTIONS
What is Bagging in machine learning, and how does it reduce overfitting?
How do you handle heteroscedasticity in regression models?
How do you use time-series decomposition to analyze seasonal trends?
How do you handle and process categorical data in machine learning algorithms?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is reinforcement learning, and where is it applied in business analytics?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you handle textual data when working with machine learning models?
What is the accuracy paradox and how does it affect model evaluation?
What is the difference between segmentation and clustering in data analytics?
How do you handle multivariate time series data for forecasting?
How do you prevent model bias in machine learning algorithms?
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