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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you evaluate the effectiveness of an outlier detection model?
RELATED INTERVIEW QUESTIONS
How do you apply Shannon entropy in data analytics for feature selection?
How do you deal with class imbalance in classification models?
What is feature importance, and how do you evaluate it for machine learning models?
How do you choose the best machine learning algorithm for a given dataset?
How would you handle an imbalanced dataset in a classification problem?
What is dimensionality reduction, and why is it important in data analytics?
What are some effective techniques for handling missing values in large datasets?
How do you optimize an ML model when the dataset is imbalanced?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What is gradient boosting and why is it more effective than traditional decision trees?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you implement feature selection techniques for high-dimensional data?
What is the concept of feature extraction in computer vision?
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