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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 would you optimize the performance of a recommendation system for personalized product suggestions?
How do you ensure reproducibility in your data analysis pipelines?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How would you visualize high-dimensional data using dimensionality reduction techniques?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What are the different methods for handling missing data in datasets?
What are the steps involved in building a recommendation system for e-commerce?
What are the common pitfalls when working with real-time data in analytics?
What are the most important performance metrics for classification models?
What are convolutional neural networks (CNN) used for in image recognition?
How would you perform real-time data analysis using Kafka and Spark?
How do you handle multivariate time series data for forecasting?
How do you handle outliers in time-series data?
What is AdaBoost, and how does it improve the performance of weak learners?
What is reinforcement learning, and where is it applied in business analytics?
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