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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 linear programming, and how does it relate to data optimization problems?
RELATED INTERVIEW QUESTIONS
What is the importance of model validation and how do you perform it in practice?
How do you perform outlier detection using machine learning techniques?
What is dimensionality reduction, and how does it improve model performance?
How would you evaluate the performance of a recommendation system?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What are convolutional neural networks (CNN) used for in image recognition?
What are the advantages of using XGBoost over other machine learning algorithms?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
How would you perform real-time data analysis using Kafka and Spark?
How do you handle high-cardinality categorical features in machine learning models?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How would you perform outlier detection using Isolation Forest?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What is the role of Shannon entropy in feature selection?
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