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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 perform unsupervised learning for customer segmentation?
RELATED INTERVIEW QUESTIONS
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
What is the importance of using dropout in deep learning models?
What is the role of unsupervised learning in anomaly detection?
How does feature scaling improve the performance of gradient-based learning algorithms?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
Explain how hyperparameter optimization improves machine learning model performance.
How does feature scaling improve the convergence of gradient descent algorithms?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How do you use data augmentation to improve a deep learning model’s performance?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
Explain the difference between random forests and gradient boosting methods.
How would you evaluate the performance of a recommendation system?
How do you perform outlier detection using machine learning techniques?
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