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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you optimize model performance in an unsupervised learning task?
RELATED INTERVIEW QUESTIONS
How do you deal with class imbalance in classification models?
How does the concept of cross-validation help prevent overfitting in machine learning models?
What is model drift, and how can it affect predictive analytics models?
What is Principal Component Analysis (PCA) used for in data reduction?
How do you optimize model performance in an unsupervised learning task?
What is the difference between random forests and decision trees?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
How do you interpret the results of cluster analysis in market research?
What are the differences between deep learning and ensemble methods in predictive analytics?
How would you implement a recommendation engine for movies using collaborative filtering?
What are the key differences between machine learning and deep learning models?
How do you evaluate the stability of a clustering algorithm over different datasets?
What is the role of visualization in data analysis, and which Python libraries would you use?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
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