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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the learning rate in deep learning, and how do you optimize it?
RELATED INTERVIEW QUESTIONS
What is the accuracy paradox and how does it affect model evaluation?
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 transfer learning, and how is it useful in deep learning?
What is the significance of hypothesis testing in data analysis?
Explain the difference between random forests and gradient boosting methods.
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you use data augmentation to improve a deep learning model’s performance?
What is data streaming, and how is it used for real-time analytics?
How do you perform feature importance analysis for model interpretability?
How do you implement supervised learning for predictive modeling in healthcare analytics?
What is the purpose of a ROC curve in model evaluation?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is the significance of the ROC-AUC score in evaluating classification models?
What are gradient descent and its variants, and how are they used in machine learning?
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