AI Trainings / Kursangebote:
- Azure Open AI Service Kurse: https://learn.microsoft.com/de-de/azure/ai-services/openai/
- Google Machine Learning & AI Kurse: https://cloud.google.com/learn/training/machinelearning-ai
- ISACA AI Fundamentals / Grundlagen: https://www.isaca.org/credentialing/artificial-intelligence-fundamentals-certificate/resources
- Deeplearning AI Kurse: https://www.deeplearning.ai/courses/
- ISC2: https://www.isc2.org/professional-development/courses/ai
- Harvard Business School: https://www.exed.hbs.edu/competing-age-ai-virtual
- Microsoft Azure AI Fundamentals: https://learn.microsoft.com/de-de/training/courses/ai-900t00
Webseiten
- MITRE ATLAS - MITRE’s repository of adversarial tactics and techniques used in AI and cybersecurity.
- OWASP Top 10 LLM - OWASP’s top 10 security risks for large language models, focusing on potential vulnerabilities.
- Kaggle - Platform for machine learning and data science competitions, datasets, and tutorials.
- Hugging Face - Community-driven platform offering tools and models for natural language processing and machine learning.
- OpenAI - Official platform for accessing OpenAI’s AI models, including GPT and other AI tools.
- Meta AI - Meta’s research hub for AI innovation, exploring advancements in artificial intelligence.
- PLOT4ai - Platform offering AI-powered financial data analysis tools and services.
- AIDemos - Verschiedene AI Tools und Anbieter zum testen
- Computer Vision: Microsoft AI Vision
Bücher
- Book: Hands-on Machine Learning for Cybersecurity by Soma Halder and Sinan Ozdemir - A practical guide to applying machine learning techniques to enhance cybersecurity.
Frameworks und Guidelines/Hilfestellungen, Gesetzgebung
- ISO 42001 Artificial intelligence — Management System. Die ISO/IEC 42001 ist eine internationale Norm, die Unternehmen dabei unterstützt, Künstliche Intelligenz (KI) verantwortungsvoll und ethisch korrekt einzusetzen.
- OWASP AI Exchange: https://owaspai.org/
- PDF: Gartner’s AI Maturity Model: The CIO’s Guide to Artificial Intelligence - Framework for assessing and implementing AI strategies within organizations.
- NIST AI Risk Management Framework: https://www.nist.gov/itl/ai-risk-management-framework
- Stanford The Foundation Model Transparency Index: https://github.com/stanford-crfm/fmti | https://crfm.stanford.edu/fmti/May-2024/index.html
- EU Artificial Intelligence Act: https://artificialintelligenceact.eu/
- OECD AI Principles: https://www.oehttps://www.oecd.org/en/topics/ai-principles.htmlcd.org/en/topics/ai-principles.html
Artikel
- Publikation: ENISA Cybersecurity of AI and Standardisation - https://www.enisa.europa.eu/publications/cybersecurity-of-ai-and-standardisation
- BSI: Künstliche Intelligenz - https://www.bsi.bund.de/DE/Themen/Unternehmen-und-Organisationen/Informationen-und-Empfehlungen/Kuenstliche-Intelligenz/kuenstliche-intelligenz_node.html
- Article: Ethics and Discrimination in Artificial Intelligence-Enabled Recruitment Practices - Study exploring ethical issues and biases in AI-driven recruitment technologies.
- Article: AI and Privacy: The Privacy Concerns Surrounding AI and Its Potential Impact on Personal Data - Discussion on privacy implications of AI and its effects on personal data security.
- Article: Top AI Shops Fail Transparency Test - Analysis of how leading AI companies, such as Meta and OpenAI, perform on Stanford’s transparency index.
Apps
grammarly.com - Korrigiert Grammatik