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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the difference between segmentation and clustering in data analytics?
RELATED INTERVIEW QUESTIONS
How do you perform unsupervised learning for customer segmentation?
Explain the role of backpropagation in training neural networks.
How do you evaluate model robustness to different types of input data?
How do you evaluate the effectiveness of an outlier detection model?
What is data integrity, and how is it maintained in a database?
Explain how an ensemble learning method like Random Forest improves model performance.
What is the role of natural language processing in analyzing customer feedback?
What is the role of Shannon entropy in feature selection?
How do you assess the impact of outliers in your data and model predictions?
How do you evaluate model performance when the dataset is small and unbalanced?
What is the F1-score in classification tasks, and why is it important?
How do you apply data smoothing techniques for time-series forecasting?
How do you optimize an ML model when the dataset is imbalanced?
What are the different methods for handling missing data in datasets?
How do you implement automated machine learning (AutoML) tools in your workflow?
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