Artificial intelligence – How does machine learning work? © Siemens Stiftung 2020 CC BY-SA 4.0 international

Artificial intelligence – How does machine learning work?

Image

Graphic:
The first two parts of the graphic show how AI learns and how it applies what it has learned. The third part of the graphic shows that AI also makes mistakes in its work.

English, German
Image (280.4 kByte)
2020-08-18
Machine learning is just a subarea of artificial intelligence. The graphic visualizes how AI is trained by a trainer using objectives and training data. Neural networks form, patterns are recognized, and algorithms are defined. AI works based on these results. It analyzes the input data, processes them, and yields output data. AI also makes mistakes, and then the output data do not align with the desired result. This may be caused by mistakes in the training data or by imprecise objectives.
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Business education; Civics and Politics; Ethics; Information and Communication Technology (ICT); Technology
Grade 7 to 9; Grade 10 to 13
Middle/high school; Vocational training
Computer technology; Data processing; Data protection; Information Technology; Internet; Robot; Technology
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© Siemens Stiftung 2020
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