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.
Type of media:
Image (280.4 kByte)
Last update:
2020-08-18
License:
This medium is made available under a CC BY-SA 4.0 international license.
What does this mean?
How to reference this medium
This medium is made available under a CC BY-SA 4.0 international license.
What does this mean?
How to reference this medium
Media package:
Description:
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.
Related media:
Learning resource type:
Illustration
Subjects:
Business education; Civics and Politics; Ethics; Information and Communication Technology (ICT); Technology
Grade levels:
Grade 7 to 9; Grade 10 to 13
School types:
Middle/high school; Vocational training
Keywords:
Computer technology; Data processing; Data protection; Information Technology; Internet; Robot; Society; Technology
Bibliography:
Siemens Stiftung Media Portal
Author:
Erfurth Kluger Infografiken GbR and iRights.Lab
Rights holder:
© Siemens Stiftung 2020