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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 handle high-cardinality categorical features in machine learning models?
What is XGBoost, and how does it differ from other boosting algorithms?
What are decision trees, and how are they used in classification tasks?
How do you implement automated machine learning (AutoML) tools in your workflow?
What are the types of biases in data analysis and how can they be minimized?
How do you use data augmentation to improve a deep learning model’s performance?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you perform feature scaling, and what are its benefits in machine learning?
Explain the role of backpropagation in training neural networks.
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What is Boosting in machine learning, and how does it work?
What is the difference between precision and accuracy in the context of classification problems?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is the role of unsupervised learning in anomaly detection?
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