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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the role of Shannon entropy in feature selection?
RELATED INTERVIEW QUESTIONS
What is the significance of hypothesis testing in data analysis?
What is the role of cloud computing in enabling data analytics at scale?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
What is the difference between random forests and decision trees?
How do you handle high cardinality categorical features in machine learning models?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
What are the challenges of data visualization, and how do you overcome them?
What is causal inference, and how does it differ from correlation analysis?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you handle missing data in large datasets using imputation techniques?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is the difference between precision and accuracy in the context of classification problems?
How do you apply data smoothing techniques for time-series forecasting?
Explain the difference between random forests and gradient boosting methods.
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