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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
RELATED INTERVIEW QUESTIONS
How do you handle high cardinality categorical features in machine learning models?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
What is the significance of hypothesis testing in data analysis?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the confusion matrix, and how does it help evaluate classification models?
What is data leakage, and how can you prevent it in your analytics projects?
What is the curse of dimensionality, and how does it impact data analysis?
What is deep learning and how is it used for image recognition?
How does bootstrapping improve model accuracy in statistical analysis?
What is AdaBoost, and how does it improve the performance of weak learners?
What are the limitations of using random forests for classification tasks?
What is the importance of using dropout in deep learning models?
What are the major differences between SQL and NoSQL databases in data analytics?
What are the most important performance metrics for classification models?
How do you optimize the hyperparameters of machine learning algorithms?
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