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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 use bootstrapping in model evaluation, and what are its advantages?
RELATED INTERVIEW QUESTIONS
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you handle unstructured data in analytics models?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How would you optimize the performance of a recommendation system for personalized product suggestions?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is the F1-score in classification tasks, and why is it important?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
Explain the concept of reinforcement learning and its applications in analytics.
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How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
How do you evaluate the effectiveness of a recommendation system?
How do you apply data augmentation in deep learning for image processing?
How do you handle textual data when working with machine learning models?
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