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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you implement real-time data analytics for fraud detection?
RELATED INTERVIEW QUESTIONS
What is data integrity, and how is it maintained in a database?
Explain the difference between random forests and gradient boosting methods.
What is the curse of dimensionality, and how does it impact data analysis?
Explain data leakage and how to prevent it in machine learning models.
What is the importance of using dropout in deep learning models?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is the role of deep learning in modern analytics and business decision-making?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is linear programming, and how does it relate to data optimization problems?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What are the key differences between machine learning and deep learning models?
How do you handle multicollinearity in regression models?
How do you assess model accuracy when working with time-series data?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
How do you evaluate model performance when the dataset is small and unbalanced?
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