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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How would you implement a recommendation engine for movies using collaborative filtering?
RELATED INTERVIEW QUESTIONS
What is data leakage, and how can you prevent it in your analytics projects?
How do you handle heteroscedasticity in regression models?
What is the importance of heteroscedasticity in regression models?
What is Gaussian Naive Bayes, and when would you use it in classification?
What is model drift, and how can it affect predictive analytics models?
What is deep learning and how is it used for image recognition?
How do you evaluate model stability and ensure it performs well over time?
How do you decide whether to use a parametric or non-parametric statistical method?
What are the challenges in analyzing big data, and how do you mitigate them?
What is the role of Natural Language Processing (NLP) in data analytics?
How does ensemble learning work, and when should it be applied?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How would you apply cross-validation to avoid overfitting in a machine learning model?
How do you evaluate the stability of a clustering algorithm over different datasets?
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