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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
RELATED INTERVIEW QUESTIONS
How would you implement a recommendation system for e-commerce websites?
Explain how an ensemble learning method like Random Forest improves model performance.
What are autoencoders, and how are they used in unsupervised learning tasks?
How do you optimize the hyperparameters of machine learning algorithms?
What is the difference between segmentation and clustering in data analytics?
What are the key differences between a decision tree and a random forest?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle textual data when working with machine learning models?
How do you deal with skewed data in regression models?
Explain the concept of reinforcement learning and its applications in analytics.
Explain how latent variable models work in data analytics.
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How do you use decision trees for feature selection in machine learning?
What are the major differences between SQL and NoSQL databases in data analytics?
What is the importance of data preprocessing in machine learning, and what steps are involved?
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