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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 autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
What is the role of Markov chains in predictive analytics for customer behavior?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the importance of data cleaning in data analytics, and what techniques would you use?
What are the differences between deep learning and ensemble methods in predictive analytics?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is AdaBoost, and how does it improve the performance of weak learners?
What is the role of unsupervised learning in data clustering?
How would you implement real-time data analytics for fraud detection?
What is causal inference, and how does it differ from correlation analysis?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
What are the most important performance metrics for classification models?
What is reinforcement learning, and where is it applied in business analytics?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
What is the role of cloud computing in enabling data analytics at scale?
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