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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How does feature scaling improve the performance of gradient-based learning algorithms?
RELATED INTERVIEW QUESTIONS
Explain the role of feature scaling in improving the performance of machine learning algorithms.
What are the best practices for analyzing real-time data streams?
What is the role of unsupervised learning in data clustering?
How would you handle noisy data when training a machine learning model?
What is the importance of heteroscedasticity in regression models?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the challenges in analyzing big data, and how do you mitigate them?
What is the role of Natural Language Processing (NLP) in data analytics?
What are the steps involved in building a recommendation system for e-commerce?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What is data lineage, and how does it help in tracking data flow?
What are the main differences between batch processing and real-time processing in data analytics?
How do you perform feature scaling, and what are its benefits in machine learning?
Explain how you would deal with missing data in a large dataset.
Explain the concept of hyperparameter tuning and its role in model optimization.
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