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Propose a high-level design for a system that can handle millions of translation requests per second.

What algorithm would you implement to find all anagram counterparts of a given string?

What do you think makes feature selection such an important aspect of machine learning?

Propose a high-level design for a system that can provide real-time location-based services.

Design a system to manage a distributed data lake.

How would you architect a scalable platform for live video streaming to millions of concurrent viewers?

Would you elucidate the meaning of training and loss graphs pertaining to neural networks? How does the choice of loss function impact the shape of the loss graph, and what are some extensively used ones? How do the training and loss graphs differ, and what role do they play in optimizing and maximizing model performance?

Design a system for real-time monitoring of cloud infrastructure.

Design a web-based URL shortener similar to TinyURL.

Build a machine learning pipeline for distributed environments.