ChatGPT and Co for developers and IT professionals – Understanding, using, and realizing.

ChatGPT und Co für Entwickler und IT Pros – Verstehen, Verwenden und Verwirklichen

Einzelheiten

Dauer:  1 Tag

Format:  On-site training or remote.

Level: Developer und IT Pros

Preis: 2.700 € zzgl. MwSt

Agenda:

1. Introduction to the World of Language Models like ChatGPT.

• What are large language models and how do they work?
• “Prompts” and what’s behind them? Strategies for prompts.
•  „Embeddings" – meaning and application.
• Integration with custom data and systems.
• Relevant technologies and concepts: “RAG,” tools, plugins, orchestration, co-pilots.
• Customization options for models (prompts, adaptations, fine-tuning).
• So-called “Open Source” models and local language models.
• Multimodal models, image generation, and other digital content.

2. Application of Large Language Models, Examples, and Added Value.

• What building blocks are available for applications and how are solutions created?
• Microsoft Co-pilots and what exactly is a Co-pilot?
• Content generation.
• New forms of information retrieval.
• Support for conclusions and decisions.

3. Responsible AI: Managing Corporate Data in AI.

4. Conveying the Technical Fundamentals.

• Overview of API options for developers: Rest, C#, Python.
• Understanding the basics of OpenAI development through API examples (C# or Python).
• Working with “Embeddings” and vector databases.
• Using proprietary corporate data and information.
• Understanding “Functions,” plugins, and Co-pilots technically.
• Orchestrating more complex applications with Semantic Kernel.
• Distinguishing between OpenAI and Azure OpenAI, relevance of Azure Machine Learning.
• Running local models on proprietary hardware.
• Advanced prompt strategies and fine-tuning.
• Technical integration approaches for applications.
• Advanced concepts and current technical developments.
• Applied “Responsible AI”: Securing your applications against various risks.