Concurrency
Concurrency refers to the ability of a system to perform multiple tasks simultaneously. In the context of data science and artificial intelligence, concurrency is important for improving the performance of algorithms and models. By allowing multiple tasks to be executed at the same time, concurrency can help reduce the time it takes to train models and process large datasets. Concurrency can be achieved through various techniques such as parallel processing, multi-threading, and distributed computing. However, concurrency can also introduce challenges such as race conditions, deadlocks, and synchronization issues that need to be carefully managed.
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