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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How does feature scaling improve the performance of gradient-based learning algorithms?
RELATED INTERVIEW QUESTIONS
What is gradient boosting and why is it more effective than traditional decision trees?
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
How do you evaluate the predictive accuracy of a machine learning model?
How do you evaluate model performance when the dataset is small and unbalanced?
How do you decide whether to use a parametric or non-parametric statistical method?
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 bagging and boosting, and how do they impact model performance and accuracy?
How do you deal with large-scale, unstructured data in text analytics?
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Explain the concept of reinforcement learning and its applications in analytics.
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What are the key differences between a decision tree and a random forest?
How do you ensure that your data pipeline is scalable for large datasets?
What are the differences between deep learning and ensemble methods in predictive analytics?
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