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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you evaluate model robustness to different types of input data?
RELATED INTERVIEW QUESTIONS
What is the significance of the ROC-AUC score in evaluating classification models?
How do you apply data augmentation in deep learning for image processing?
How do you optimize the performance of an algorithm when the dataset size is enormous?
How do you perform root cause analysis using data analytics in business?
How do you apply Shannon entropy in data analytics for feature selection?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
How do you deal with class imbalance in classification models?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is a confusion matrix, and how do you calculate its various metrics?
What is the difference between batch processing and streaming in big data analytics?
How do you optimize an ML model when the dataset is imbalanced?
What is the significance of feature importance in decision tree algorithms?
How do you address skewed data distributions in machine learning models?
What are the key differences between supervised and unsupervised learning in data analytics?
What are the different types of machine learning models used for predictive analytics?
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