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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
RELATED INTERVIEW QUESTIONS
What are the most important performance metrics for classification models?
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What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How do you evaluate model robustness to different types of input data?
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What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
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What is the concept of Feature Extraction in computer vision analytics?
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Explain the concept of bias-variance tradeoff in machine learning.
What are the key differences between supervised and unsupervised learning in data analytics?
How does feature scaling improve the convergence of gradient descent algorithms?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
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