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Machine Learning with Python for PC, Raspberry Pi, and Maixduino
Taschenbuch von Günter Spanner
Sprache: Englisch
Originalsprache: Deutsch

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Beschreibung

Most people are increasingly confronted with the applications of Artificial Intelligence (AI). Music or video ratings, navigation systems, shopping advice, etc. are based on methods that can be attributed to this field.

The term Artificial Intelligence was coined in 1956 at an international conference known as the Dartmouth Summer Research Project. One basic approach was to model the functioning of the human brain and to construct advanced computer systems based on this. Soon it should be clear how the human mind works. Transferring it to a machine was considered only a small step. This notion proved to be a bit too optimistic. Nevertheless, the progress of modern AI, or rather its subspecialty called Machine Learning (ML), can no longer be denied.

In this book, several different systems will be used to get to know the methods of machine learning in more detail. In addition to the PC, both the Raspberry Pi and the Maixduino will demonstrate their capabilities in the individual projects. In addition to applications such as object and facial recognition, practical systems such as bottle detectors, person counters, or a "talking eye" will also be created.

The latter is capable of acoustically describing objects or faces that are detected automatically. For example, if a vehicle is in the field of view of the connected camera, the information "I see a car!" is output via electronically generated speech. Such devices are highly interesting examples of how, for example, blind or severely visually impaired people can also benefit from AI systems.

Most people are increasingly confronted with the applications of Artificial Intelligence (AI). Music or video ratings, navigation systems, shopping advice, etc. are based on methods that can be attributed to this field.

The term Artificial Intelligence was coined in 1956 at an international conference known as the Dartmouth Summer Research Project. One basic approach was to model the functioning of the human brain and to construct advanced computer systems based on this. Soon it should be clear how the human mind works. Transferring it to a machine was considered only a small step. This notion proved to be a bit too optimistic. Nevertheless, the progress of modern AI, or rather its subspecialty called Machine Learning (ML), can no longer be denied.

In this book, several different systems will be used to get to know the methods of machine learning in more detail. In addition to the PC, both the Raspberry Pi and the Maixduino will demonstrate their capabilities in the individual projects. In addition to applications such as object and facial recognition, practical systems such as bottle detectors, person counters, or a "talking eye" will also be created.

The latter is capable of acoustically describing objects or faces that are detected automatically. For example, if a vehicle is in the field of view of the connected camera, the information "I see a car!" is output via electronically generated speech. Such devices are highly interesting examples of how, for example, blind or severely visually impaired people can also benefit from AI systems.

Über den Autor
Dr. Günter Spanner has been working in the field of electronics development and physics technology for various large corporations for more than 20 years. In addition to his work as a lecturer, he has published successful technical articles and books on electronics, semiconductor technology and microcontrollers, and has created courses and learning packages on these topics.
Details
Erscheinungsjahr: 2022
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Originaltitel: Machine Learning mit Python für PC, Raspberry Pi und Maixduino
Inhalt: 247 S.
ISBN-13: 9783895765025
ISBN-10: 3895765023
Sprache: Englisch
Originalsprache: Deutsch
Herstellernummer: 20149
Einband: Klappenbroschur
Autor: Spanner, Günter
Hersteller: Elektor Verlag
Elektor Verlag GmbH
Verantwortliche Person für die EU: Elektor Verlag GmbH, Lukasstr. 1, D-52070 Aachen, info@elektor.de
Abbildungen: farbige Abbildungen
Maße: 234 x 167 x 15 mm
Von/Mit: Günter Spanner
Erscheinungsdatum: 04.04.2022
Gewicht: 0,434 kg
Artikel-ID: 121415287
Über den Autor
Dr. Günter Spanner has been working in the field of electronics development and physics technology for various large corporations for more than 20 years. In addition to his work as a lecturer, he has published successful technical articles and books on electronics, semiconductor technology and microcontrollers, and has created courses and learning packages on these topics.
Details
Erscheinungsjahr: 2022
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Originaltitel: Machine Learning mit Python für PC, Raspberry Pi und Maixduino
Inhalt: 247 S.
ISBN-13: 9783895765025
ISBN-10: 3895765023
Sprache: Englisch
Originalsprache: Deutsch
Herstellernummer: 20149
Einband: Klappenbroschur
Autor: Spanner, Günter
Hersteller: Elektor Verlag
Elektor Verlag GmbH
Verantwortliche Person für die EU: Elektor Verlag GmbH, Lukasstr. 1, D-52070 Aachen, info@elektor.de
Abbildungen: farbige Abbildungen
Maße: 234 x 167 x 15 mm
Von/Mit: Günter Spanner
Erscheinungsdatum: 04.04.2022
Gewicht: 0,434 kg
Artikel-ID: 121415287
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