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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the role of Shannon entropy in feature selection?
RELATED INTERVIEW QUESTIONS
What are the main differences between batch processing and real-time processing in data analytics?
What is the curse of dimensionality and how does it affect machine learning models?
How do you perform root cause analysis using data analytics in business?
How do you measure the generalization error of a machine learning model?
How does data governance ensure the quality and security of your analytics outputs?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle categorical data in machine learning models?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
How would you evaluate and select the best machine learning model for a specific use case?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is feature importance, and how do you evaluate it for machine learning models?
How do you perform unsupervised learning for customer segmentation?
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