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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data streaming, and how is it used for real-time analytics?
RELATED INTERVIEW QUESTIONS
How does deep reinforcement learning work, and where can it be applied in business analytics?
What is the importance of using dropout in deep learning models?
What is data lineage, and how does it help in tracking data flow?
What is the role of data enrichment in data analytics, and how is it achieved?
How do you use SQL joins in data analytics to integrate data from multiple sources?
What is the role of unsupervised learning in data clustering?
Explain how hyperparameter optimization improves machine learning model performance.
What is the purpose of a ROC curve in model evaluation?
What is an anomaly detection system, and how would you implement it in Python?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
Explain data leakage and how to prevent it in machine learning models.
What are the different types of feature engineering methods and how do they impact model performance?
Explain the difference between data mining and data analytics.
What is Principal Component Analysis (PCA) used for in data reduction?
What are the most important performance metrics for classification models?
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