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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
RELATED INTERVIEW QUESTIONS
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is the accuracy paradox and how does it affect model evaluation?
How do you ensure that your machine learning model generalizes well on unseen data?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you handle multicollinearity in regression models?
What is causal inference, and how does it differ from correlation analysis?
How do you handle high-velocity data in real-time analytics applications?
What are the different types of machine learning models used for predictive analytics?
How do you implement automated machine learning (AutoML) tools in your workflow?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you apply Shannon entropy in data analytics for feature selection?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What are the steps involved in building a recommendation system for e-commerce?
How do you use bootstrapping in model evaluation, and what are its advantages?
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