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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the different types of feature engineering methods and how do they impact model performance?
RELATED INTERVIEW QUESTIONS
What are the limitations of using random forests for classification tasks?
How would you evaluate the performance of a recommendation system?
How do you deal with class imbalance in classification models?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is the curse of dimensionality, and how does it impact data analysis?
How would you apply cross-validation techniques in a deep learning model?
What is the confusion matrix, and how does it help evaluate classification models?
How do you evaluate model stability and ensure it performs well over time?
What is the significance of data encryption in data privacy and analytics?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is feature selection, and how does it impact the model’s performance?
What is regression analysis, and how do you apply it in business analytics?
What are the main differences between batch processing and real-time processing in data analytics?
How do you handle outliers in time-series data?
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