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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 natural language processing in analyzing customer feedback?
RELATED INTERVIEW QUESTIONS
How do you ensure that your machine learning model generalizes well on unseen data?
What is the curse of dimensionality and how does it affect machine learning models?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How do you handle outliers in time-series data?
What is the purpose of a ROC curve in model evaluation?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are support vector machines (SVM) and how do they classify data?
What is feature importance, and how do you evaluate it for machine learning models?
What is stratified sampling, and when should it be used in machine learning?
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Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
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Explain how backpropagation works in training neural networks.
What is the role of deep learning in modern analytics and business decision-making?
What are the common types of clustering algorithms, and how do you choose between them?
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