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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
RELATED INTERVIEW QUESTIONS
What are support vector machines (SVM) and how do they classify data?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
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What is time-series forecasting, and how do you handle seasonality in models?
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How would you perform outlier detection using Isolation Forest?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you evaluate the effectiveness of a recommendation system?
How do you handle high-cardinality categorical features in machine learning models?
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