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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the steps involved in building a recommendation system for e-commerce?
RELATED INTERVIEW QUESTIONS
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What are the best practices for analyzing real-time data streams?
How would you perform outlier detection using Isolation Forest?
Explain the concept of hyperparameter tuning and its role in model optimization.
How would you analyze customer churn using data analytics?
Explain how an ensemble learning method like Random Forest improves model performance.
What is multi-objective optimization, and how does it differ from single-objective optimization?
What are the primary steps involved in preparing data for a machine learning model?
What are the limitations of using random forests for classification tasks?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
How do you handle multivariate time series data for forecasting?
How do you evaluate the effectiveness of a recommendation system?
What is the difference between random forests and decision trees?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What is dimensionality reduction, and how does it improve model performance?
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