Developing Applications with Generative AI is a comprehensive course covering the approaches to Generative modeling, the ecosystem of tools for developing Generative models and in depth exploration of language models. The course uses the latest in AI technology to develop applications with LLMs. This course covers essential topics, such as LLM solution architectures, choosing the right LLM, and tools for developing LLM solutions. Gain hands-on experience building, fine-tuning and deploying LLMs at any scale. This course will guide you through the ever-shifting landscape of LLMs and help you harness the latest AI technology in your organization.
Who Should Attend
Developers, Data Scientists, Data Engineers, Machine Learning Engineers, MLOps professionals, DevOps professionals
What Attendees Will Learn
Upon completing Developing Applications with Generative AI, participants will be able to:
- Understand the capabilities of Generative AI and the problems GenAI can solve
- Navigate the GenAI tool and model ecosystem
- Acquire hands-on experience building and evaluating LLM solutions
- Gain an in-depth understanding of the ecosystem of LLM tools
- Develop practical knowledge of specific LLM applications such as Retrieval Augmented Generation (RAG)
- Learn how to effectively tune LLMs for greater performance
- Build the skills and understanding to develop LLM solutions
Prerequisites
Participants should have basic skills in Python and basic experience with machine learning.