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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you measure the generalization error of a machine learning model?
RELATED INTERVIEW QUESTIONS
How do you evaluate the predictive accuracy of a machine learning model?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain how backpropagation works in training neural networks.
How do you handle heteroscedasticity in regression models?
What is the difference between batch normalization and layer normalization in deep learning?
How would you apply cross-validation to avoid overfitting in a machine learning model?
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is the role of deep learning in modern analytics and business decision-making?
What is the learning rate in deep learning, and how do you optimize it?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is the significance of the ROC-AUC score in evaluating classification models?
How do you address skewed data distributions in machine learning models?
What is the difference between KNN and SVM in classification tasks?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What is dimensionality reduction, and how does it improve model performance?
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