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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you evaluate the effectiveness of an outlier detection model?
RELATED INTERVIEW QUESTIONS
Explain how backpropagation works in training neural networks.
What are the differences between deep learning and ensemble methods in predictive analytics?
What is the difference between precision and accuracy in the context of classification problems?
How would you evaluate the performance of a recommendation system?
How do you optimize an ML model when the dataset is imbalanced?
How do you measure the generalization error of a machine learning model?
How do you deal with class imbalance in classification models?
What is the significance of A/B testing in optimizing data-driven decisions?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
How do you perform root cause analysis using data analytics in business?
How do you deal with skewed data in regression models?
Explain how an ensemble learning method like Random Forest improves model performance.
What are the best practices to ensure model interpretability and explainability?
What is the role of Markov chains in predictive analytics for customer behavior?
How do you evaluate the effectiveness of a recommendation system?
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