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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you perform outlier detection using Isolation Forest?
RELATED INTERVIEW QUESTIONS
What is the role of unsupervised learning in anomaly detection?
How do you apply Shannon entropy in data analytics for feature selection?
Explain the importance of hyperparameter tuning in improving machine learning models.
How do you optimize machine learning models for real-time decision-making?
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What is the accuracy paradox and how does it affect model evaluation?
What is the importance of data preprocessing in machine learning, and what steps are involved?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
Explain how an ensemble learning method like Random Forest improves model performance.
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What is model drift, and how can it affect predictive analytics models?
What is the difference between classification and regression problems in machine learning?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
How would you perform real-time data analysis using Kafka and Spark?
What is data integrity, and how is it maintained in a database?
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