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Describe the process of calculating Pi using the Monte Carlo technique.

Design a messaging system like WhatsApp.

Build a system for real-time data analytics.

Could you outline the process of calculating the correlation between a binary variable and a continuous variable?

In a machine learning problem, if you have a high-dimensional dataset, how would you go about handling it?

Create an online retail platform with extensive product cataloging.

Create a system for managing time series data in a distributed fashion.

How do you quantify the factors affecting the ride requests of the company?

What optimization methods are you aware of and comfortable discussing? How do you optimize in a situation where there are a million variables involved? How does simplex navigate through the potential solutions in an optimization problem?

Build a service for log management across distributed systems.