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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 the ROC-AUC curve, and how do you interpret it?
RELATED INTERVIEW QUESTIONS
How do you evaluate model robustness to different types of input data?
What is the role of Markov chains in predictive analytics for customer behavior?
Explain the concept of Markov Chains and its use in data modeling.
How does feature scaling improve the convergence of gradient descent algorithms?
What is the accuracy paradox and how does it affect model evaluation?
How do you use SQL joins in data analytics to integrate data from multiple sources?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
How would you use cluster analysis for market segmentation?
What is causal inference, and how does it differ from correlation analysis?
How do you perform outlier detection in data analytics?
Explain how latent variable models work in data analytics.
How would you perform real-time data analysis using Kafka and Spark?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you perform feature engineering in time-series data?
What are convolutional neural networks (CNN) used for in image recognition?
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