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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are semantic networks, and how are they used in knowledge extraction from text?
RELATED INTERVIEW QUESTIONS
How do you optimize the performance of an algorithm when the dataset size is enormous?
What are the differences between LSTM and GRU networks in deep learning?
How would you use cluster analysis for market segmentation?
How do you handle imbalanced datasets in classification models?
What are the common pitfalls when working with real-time data in analytics?
How do you use clustering for market segmentation in customer analytics?
What is the importance of hyperparameter tuning in machine learning models?
Explain how you would approach feature engineering for a time-series dataset.
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
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How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What is XGBoost, and how does it differ from other boosting algorithms?
How does feature scaling improve the performance of gradient-based learning algorithms?
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