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Architect a platform for real-time customer feedback handling.

Design a system to manage warehouse inventory in real-time.

Design a system for real-time stock market data.

Can you describe the use of information theory in the analysis of language models, and provide a

Explain the significance of precision and recall in the field of artificial intelligence, and how they can help in improving the accuracy of machine learning models. Also, mention some common limitations and challenges related to the use of these metrics in practice.

Could you guide us through the Naive Bayes algorithm and the basis for setting its classification threshold?

How would you detail the typical journey of an ML project from its start point to its endpoint?

Describe any difficulties encountered while working on supervised machine learning models and suggest remedies.

A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?

Design a subscription management system for Audible.