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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How does dimensionality reduction improve the performance of machine learning algorithms?
RELATED INTERVIEW QUESTIONS
How do you apply Shannon entropy in data analytics for feature selection?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is the curse of dimensionality, and how does it impact data analysis?
Explain how backpropagation works in training neural networks.
How would you deal with multicollinearity in a regression analysis?
Explain the concept of Big Data and its challenges in the context of data analytics.
Explain the role of backpropagation in training neural networks.
What are the common pitfalls when working with real-time data in analytics?
What is the significance of data encryption in data privacy and analytics?
How would you handle an imbalanced dataset in a classification problem?
What are the best practices to ensure model interpretability and explainability?
How do you handle categorical data in machine learning models?
What is the F1-score in classification tasks, and why is it important?
How do you deal with class imbalance in classification models?
What is the accuracy paradox and how does it affect model evaluation?
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