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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 are the main differences between batch processing and real-time processing in data analytics?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What is the K-nearest neighbors algorithm, and when would you use it?
What are the ethical considerations when analyzing customer data in analytics?
How do you evaluate the effectiveness of a recommendation system?
What are some effective techniques for handling missing values in large datasets?
What is the significance of the ROC-AUC score in evaluating classification models?
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How do you apply data augmentation in deep learning for image processing?
How would you evaluate model performance in an imbalanced dataset problem?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What are the benefits of using cloud analytics over on-premise solutions?
How do you identify and resolve data leakage in machine learning models?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How would you implement a recommendation system for e-commerce websites?
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