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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of data normalization in machine learning?
RELATED INTERVIEW QUESTIONS
How do you apply gradient descent in training deep neural networks?
How do you perform unsupervised learning for customer segmentation?
What is a confusion matrix, and how do you calculate its various metrics?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you handle categorical data in machine learning models?
What is the significance of A/B testing in optimizing data-driven decisions?
What are convolutional neural networks (CNN) used for in image recognition?
What is overfitting, and how can it be avoided using regularization techniques?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is AdaBoost, and how does it improve the performance of weak learners?
What is Boosting in machine learning, and how does it work?
What is regression analysis, and how do you apply it in business analytics?
What is the ROC-AUC curve, and how do you interpret it?
What are active learning methods, and when would you apply them in data analytics?
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