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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 do they handle time-series data?
RELATED INTERVIEW QUESTIONS
What is the role of data governance in an organization’s analytics framework?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How do you deal with skewed data in regression models?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
How do you perform unsupervised learning for customer segmentation?
How do you handle and process categorical data in machine learning algorithms?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you assess model accuracy when working with time-series data?
What is the accuracy paradox and how does it affect model evaluation?
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How would you measure the impact of an analytics model in a business setting?
What are LSTM networks, and how are they used in sequence prediction tasks?
Explain how hyperparameter optimization improves machine learning model performance.
What is the curse of dimensionality and how does it affect machine learning models?
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