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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
Explain the concept of gradient boosting and its advantages over traditional decision trees.
RELATED INTERVIEW QUESTIONS
What are the types of biases in data analysis and how can they be minimized?
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How do you use data augmentation to improve a deep learning model’s performance?
What is the learning rate in deep learning, and how do you optimize it?
What are the benefits of using cloud analytics over on-premise solutions?
What is data leakage, and how can you prevent it in your analytics projects?
Explain the concept of hyperparameter tuning and its role in model optimization.
How does ensemble learning work, and when should it be applied?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
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Explain the role of backpropagation in training neural networks.
What are the differences between Ridge and Lasso regression?
What is the importance of data cleaning in data analytics, and what techniques would you use?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How does regularization help to reduce overfitting in machine learning models?
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