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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is gradient boosting and why is it more effective than traditional decision trees?
RELATED INTERVIEW QUESTIONS
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the significance of hyperparameter tuning in optimizing machine learning models?
What are autoencoders, and how are they used in unsupervised learning tasks?
What is the importance of using dropout in deep learning models?
How do you handle imbalanced datasets in classification models?
What are the challenges of data visualization, and how do you overcome them?
How do you handle multivariate time series data for forecasting?
What are the differences between deep learning and ensemble methods in predictive analytics?
What is the importance of hyperparameter tuning in machine learning models?
What is the importance of model validation and how do you perform it in practice?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What are the challenges in analyzing big data, and how do you mitigate them?
What is the role of Markov chains in predictive analytics for customer behavior?
How do you optimize model performance in an unsupervised learning task?
How do you implement automated machine learning (AutoML) tools in your workflow?
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