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Design a system for managing a distributed search engine.

Describe the purpose of cross-validation and its relationship to machine learning models?

How do you go about detecting every English word contained in a string of text?

Illustrate how the Monte Carlo method can estimate the value of Pi.

Create a system for rate limiting in distributed services.

Design a music streaming service like Spotify.

Could you elucidate what a Neural Network is and its mechanism of action?

Would you elaborate on the relevance of training and loss graphs in the sphere of neural networks? How do various loss functions shape the loss graph, and what are some prevalent ones? How do the training and loss graphs contrast with one another, and what is their role in optimization and enhancement of model performance?

What are the key components and considerations in designing a low-latency facial recognition system?

Architect a platform for real-time customer feedback handling.