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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 a confusion matrix, and how do you calculate its various metrics?
RELATED INTERVIEW QUESTIONS
What are the best practices for analyzing real-time data streams?
What is a confusion matrix, and how do you calculate its various metrics?
Explain the difference between bagging and boosting techniques.
What are the advantages and disadvantages of using deep learning for structured data analysis?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How would you implement real-time data analytics for fraud detection?
What is the role of unsupervised learning in anomaly detection?
What is the role of data enrichment in data analytics, and how is it achieved?
How do you handle unstructured data in analytics models?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is feature selection, and how does it impact the model’s performance?
What is the role of decision trees in building interpretable machine learning models?
How do you deal with skewed data in regression models?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
Explain data leakage and how to prevent it in machine learning models.
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