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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 the confusion matrix, and how does it help evaluate classification models?
RELATED INTERVIEW QUESTIONS
Explain the difference between random forests and gradient boosting methods.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What are the ethical considerations when analyzing customer data in analytics?
What is the curse of dimensionality, and how does it impact data analysis?
How would you implement real-time data analytics for fraud detection?
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you handle imbalanced datasets in classification models?
What is the role of Natural Language Processing (NLP) in data analytics?
What is the difference between deterministic and stochastic models in analytics?
What is data leakage, and how can you prevent it in your analytics projects?
What is deep learning and how is it used for image recognition?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is the difference between parametric and non-parametric tests in hypothesis testing?
What is the importance of heteroscedasticity in regression models?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
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