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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you use bootstrapping in model evaluation, and what are its advantages?
RELATED INTERVIEW QUESTIONS
What is the role of decision trees in building interpretable machine learning models?
What are the major differences between SQL and NoSQL databases in data analytics?
What is causal inference, and how does it differ from correlation analysis?
How would you measure the impact of an analytics model in a business setting?
Explain the role of backpropagation in training neural networks.
What are the differences between bagging and boosting in ensemble methods?
What are decision trees, and how are they used in classification tasks?
Explain the concept of reinforcement learning and its applications in analytics.
What are support vector machines (SVM) and how do they classify data?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What is the F1-score in classification tasks, and why is it important?
How do you perform outlier detection in data analytics?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain how an ensemble learning method like Random Forest improves model performance.
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