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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is a confusion matrix, and how do you calculate its various metrics?
RELATED INTERVIEW QUESTIONS
What is Principal Component Analysis (PCA) used for in data reduction?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
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Explain the concept of hyperparameter tuning and its role in model optimization.
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
How do you handle multicollinearity in regression models?
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Explain the concept of ensemble learning and its applications in classification and regression problems.
What is Bagging in machine learning, and how does it reduce overfitting?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is transfer learning, and how is it useful in deep learning?
Explain how latent variable models work in data analytics.
How do you use data augmentation to improve a deep learning model’s performance?
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