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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
What is the curse of dimensionality, and how does it impact data analysis?
How do you evaluate the effectiveness of a recommendation system?
How do you analyze multi-class classification problems with machine learning?
What are gradient descent and its variants, and how are they used in machine learning?
What is gradient boosting and why is it more effective than traditional decision trees?
What is XGBoost, and how does it differ from other boosting algorithms?
How do you address skewed data distributions in machine learning models?
What is causal inference, and how does it differ from correlation analysis?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How would you visualize high-dimensional data using dimensionality reduction techniques?
What are semantic networks, and how are they used in knowledge extraction from text?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What are the challenges of data visualization, and how do you overcome them?
How do you deal with class imbalance in classification models?
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