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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 a confusion matrix, and how do you calculate its various metrics?
RELATED INTERVIEW QUESTIONS
How do you handle categorical data in machine learning models?
How does feature scaling improve the performance of gradient-based learning algorithms?
Explain the role of backpropagation in training neural networks.
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What are the key differences between supervised and unsupervised learning in data analytics?
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What is tuning in machine learning, and how do you apply it to hyperparameters?
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What is the role of deep learning in modern analytics and business decision-making?
What is feature selection, and how does it impact the model’s performance?
How would you analyze customer churn using data analytics?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What are the key differences between a decision tree and a random forest?
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