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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 gradient boosting and why is it more effective than traditional decision trees?
RELATED INTERVIEW QUESTIONS
What is causal inference, and how does it differ from correlation analysis?
How do you evaluate model performance when the dataset is small and unbalanced?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
Explain the importance of hyperparameter tuning in improving machine learning models.
How do you handle unstructured data in analytics models?
How do you perform sentiment analysis on social media data?
What are the key differences between a decision tree and a random forest?
How would you evaluate and select the best machine learning model for a specific use case?
What are the key differences between machine learning and deep learning models?
How do you perform outlier detection in data analytics?
What is the significance of A/B testing in optimizing data-driven decisions?
How do you assess model accuracy when working with time-series data?
What is the difference between deterministic and stochastic models in analytics?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
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