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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 gradient descent and its variants, and how are they used in machine learning?
RELATED INTERVIEW QUESTIONS
What is causal inference, and how does it differ from correlation analysis?
How does data governance ensure the quality and security of your analytics outputs?
How do you apply gradient descent in training deep neural networks?
Explain the concept of bias-variance tradeoff in machine learning.
How does regularization help to reduce overfitting in machine learning models?
What is the role of natural language processing in analyzing customer feedback?
What is the significance of A/B testing in optimizing data-driven decisions?
What is Boosting in machine learning, and how does it work?
Explain the difference between bagging and boosting techniques.
How do you evaluate the effectiveness of an outlier detection model?
How do you handle imbalanced datasets in classification models?
How do you apply data augmentation in deep learning for image processing?
How do you implement automated machine learning (AutoML) tools in your workflow?
How do you handle high-dimensional data and reduce the risk of overfitting?
What is the importance of data privacy in analytics, and how do you ensure compliance?
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