Artificial Intelligence in Practice: Generative AI, Responsible AI, and Green AI Training

Infoshare is the largest tech community in CEE and the organizer of the leading tech conference in Gdańsk. It connects startups, investors, corporations, and innovation enthusiasts. It promotes entrepreneurship, knowledge sharing, and networking. Through events, competitions, and programs, it supports the development of the tech ecosystem in Poland and the region.

The Generative AI and Responsible AI training introduces participants to the world of modern artificial intelligence technologies. It covers both theory and practical applications of Generative AI, including working with language models, multimodal models, and generating audio data or code. Additionally, the course discusses the principles of responsible AI usage (Responsible AI) and the idea of Green AI, which is a sustainable approach to creating and using artificial intelligence.

• For programmers and IT specialists who want to learn the practical aspects of implementing Generative AI and responsibly using AI.
• For analysts and data scientists who want to understand how to effectively use Large Language Models (LLMs) and multimodal models in their work.
• For managers and team leaders interested in implementing responsible and sustainable AI solutions in their organization.
• For AI technology enthusiasts who want to gain knowledge about current and future applications of Generative AI.

• You will understand the differences between Generative AI and traditional AI and the role of data in modern models.
• You will learn how to implement Responsible AI and Green AI in your work, including in programming projects and team management.
• You will get to know popular Large Language Models, such as GPT or Gemini Pro, and learn their practical applications.
• You will gain knowledge about the latest platforms and trends related to Generative AI that can help in your career development.

1. GENERATIVE AI
   • What is artificial intelligence?
   • How does Generative AI differ from traditional AI?
   • What is the role of data in the era of Generative AI?
   • What are Large Language Models and how to use them?
   • Most popular LLMs + practical exercises
   • Generative AI in working with images – Multimodal LLMs
   • Generative AI for audio data and code generation
   • Interesting platforms: Gemini Pro, Azure Open AI, Amazon Bedrock
   • The future of Generative AI applications

2. RESPONSIBLE AI & GREEN AI
   • Discussion of the 7 Principles of Responsible AI
   • Discussion of these principles using one of the well-known platforms (Microsoft, Google, etc.)
   • How to use Responsible AI in practice
   • What is Green AI
   • How to use Green AI in daily work
   • How can a programmer and a manager utilize Green AI differently

16 hours/2 days