Book Details


Federated AI for Real-World Business Scenarios / Dinesh C. Verma

Publication year: 2021

ISBN: 9781003027171

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Real-world AI applications frequently have training data distributed in many different locations, with data at different sites having different properties and different formats. In many cases, data movement is not permitted due to security concerns, bandwidth, cost or regulatory restriction. Under these conditions, techniques of federated learning can enable creation of practical applications. Creating practical applications requires implementation of the cycle of learning from data, inferring from data, and acting based on the inference.

Subject: Business, E-Commerce, Computer Science, Engineering & Technology, Artificial intelligence, Artificial intelligence Industrial applications, Intelligence artificielle, Teams in the workplace