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Verantwortungsbewusst Es Design: KI-Sicherheit, Ausrichtung und Vertrauensentwicklung für produktive maschinelle Lernsysteme
Paperback
Publisher: Independently Published
Published: Jul 16 2026
Pages: 336
Weight: 0.90
Height: 0.84 Width: 6.00 Depth: 9.00
Language: German
VERANTWORTUNGSBEWUSSTES DESIGN ist ein praxisorientierter Leitfaden für KI-Entwickler, Machine-Learning-Ingenieure, Datenwissenschaftler und Technologieverantwortliche, die sichere, zuverlässige und vertrauenswürdige KI-Systeme entwickeln möchten.
Mit der zunehmenden Verbreitung künstlicher Intelligenz wird nicht nur die Leistungsfähigkeit von Modellen entscheidend, sondern auch ihre Sicherheit, Transparenz, Fairness und verantwortungsvolle Anwendung. Dieses Buch zeigt, wie moderne Machine-Learning-Systeme so entworfen werden, dass sie in realen Produktionsumgebungen zuverlässig und nachvollziehbar funktionieren.
Von KI-Sicherheit über Modellbewertung bis hin zu Ausrichtungsstrategien vermittelt dieses Werk bewährte Methoden für den Aufbau vertrauenswürdiger KI-Anwendungen.
Du lernst unter anderem:
- Wie sichere und verantwortungsvolle KI-Systeme entwickelt werden
- Wie Risiken in Machine-Learning-Modellen erkannt und reduziert werden
- Wie KI-Modelle auf Sicherheit, Robustheit und Zuverlässigkeit geprüft werden
- Wie Transparenz und Erklärbarkeit in KI-Systeme integriert werden
- Wie Datenqualität, Bias und Fairness bewertet werden
- Wie Alignment-Strategien für moderne KI-Anwendungen umgesetzt werden
- Wie Governance, Compliance und ethische Entwicklungsprozesse aufgebaut werden
- Wie produktionsreife KI-Systeme kontinuierlich überwacht und verbessert werden
Praxisnahe Beispiele, moderne Sicherheitskonzepte und reale Anwendungsszenarien zeigen, wie KI-Technologien entwickelt werden können, die nicht nur leistungsfähig, sondern auch vertrauenswürdig und nachhaltig einsetzbar sind.
Ob Unternehmens-KI, Machine-Learning-Plattform, automatisierte Entscheidungssysteme oder intelligente Produkte - dieses Buch vermittelt die Fähigkeiten, um verantwortungsvolle KI-Lösungen professionell zu gestalten.
VERANTWORTUNGSBEWUSSTES DESIGN - Der umfassende Leitfaden für KI-Sicherheit, Alignment und den Aufbau vertrauenswürdiger Machine-Learning-Systeme in der Praxis.
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