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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is Collaborative Filtering, and how is it used in building recommendation systems?
RELATED INTERVIEW QUESTIONS
What is the role of Natural Language Processing (NLP) in data analytics?
How do you address skewed data distributions in machine learning models?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
How do you implement feature selection techniques for high-dimensional data?
How do you apply gradient descent in training deep neural networks?
How do you ensure that your data pipeline is scalable for large datasets?
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you handle high cardinality categorical features in machine learning models?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
What is the importance of data privacy in analytics, and how do you ensure compliance?
Explain the concept of hyperparameter tuning and its role in model optimization.
Explain the concept of a precision-recall curve and when to use it.
What is the difference between precision and accuracy in the context of classification problems?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What is the purpose of a ROC curve in model evaluation?
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