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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the confusion matrix, and how does it help evaluate classification models?
RELATED INTERVIEW QUESTIONS
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is the difference between classification and regression problems in analytics?
What is the purpose of a ROC curve in model evaluation?
What are deep learning and its key differences from traditional machine learning methods?
How do you handle missing data in large datasets using imputation techniques?
How do you ensure that your analysis is unbiased when working with large datasets?
How do you implement supervised learning for predictive modeling in healthcare analytics?
What is dimensionality reduction, and why is it important in data analytics?
What is stratified sampling, and when should it be used in machine learning?
How do you handle high-velocity data in real-time analytics applications?
What are the key differences between supervised and unsupervised learning in data analytics?
What are the benefits of using cloud analytics over on-premise solutions?
How do you evaluate model performance when the dataset is small and unbalanced?
What is the K-nearest neighbors algorithm, and when would you use it?
What is the difference between random forests and decision trees?
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