11 AI Factory : A Roadmap for AI Transformation
11.1 What is the AI Factory?
A key AI technology that is used in business today is machine learning (ML). These algorithms are essentially statistical engines with the capacity to reveal patterns in past observations and predict new outcomes. Along with other key components such as data sources, experiments, and software, ML algorithms can create what we have labelled the AI Factory.
The AI Factory is a set of interconnected components and processes nurturing learning and growth. Quality data obtained from internal and/or external sources train ML algorithms to make predictions on specific tasks. In some cases, such as in the healthcare field with the diagnosis ...
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