The Past, Present, and Future of AI for Application Developers

Übersicht

Embark on an enlightening exploration of AI's transformative role in software development. This event traces AI's evolution from its nascent stages to the cutting-edge large language models (LLMs) that define today's innovations.

Participants will gain hands-on insights into how to integrate smart features into their applications, alongside a forward-looking perspective on future user interface paradigms. Whether you're an experienced developer or an aspiring one, this comprehensive event will enhance your understanding and application of AI in your work.

Lehrplan

• Introduction to Artificial Intelligence
Overview of AI concepts
Importance of AI in software development
• Historical Perspectives on AI
Early AI systems and milestones
Key developments in AI technology
• Modern AI Technologies
Machine learning basics
Deep learning and its impact
Large language models (LLMs)
Architecture and training
Use cases in application development
• Implementing AI in Applications
Identifying opportunities for AI in software
Integrating AI APIs and frameworks
Popular AI platforms and tools
• Practical Examples of AI Features
AI-driven user interfaces
Developing chatbots and virtual assistants
Recommendation systems
Image and speech recognition
• Ethical Considerations in AI
Bias and fairness
Privacy and data security
• Future Trends in AI and UI Paradigms
Emerging AI technologies
The future of user interfaces with AI
Preparing for AI advancements in software development
• Course Wrap-Up and Future Directions
Summary of key concepts
Resources for further learning
Discussion on the future of AI in application development

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Fachgebiete

Computer Science