MLx Generative AI (Theory, Agents, Products)
Dates: 22-24 August 2024
Location: London School of Economics, UK
Building on the great success of OxML schools,
AI for Global Goals proudly presents a pioneering course in Generative AI this summer in London, UK.
This intensive program will equip participants with cutting-edge knowledge and skills in the latest developments within the field of generative AI, covering theory, agents, and products. We have curated a distinguished panel of world-renowned researchers from academia and industry, leading experts in representation learning and generative AI, addressing both theoretical and applied aspects.
Course Highlights:
- Advanced theoretical topics in representation learning (vision, language, multi-modal, etc.)
- Agentic AI (agentic reasoning and design patterns)
- Human + AI alignment strategies
- From model-fit to market-fit: Building Gen. AI products
- Leveraging state-of-the-art foundation models (fine-tuning, RAG, RLHF, prompt engineering, etc.)
- Applying large frontier models to applied domains (medicine, finance, education, and more)
The course will have two types of lectures:
- 90-120min lectures on generative AI fundamentals and agentic-AI research, and
- 30-45min lectures on applied generative AI, and building generative-AI products.
All lectures will have dynamic TA-supported Q&A sessions, and are suitable for technical audience in research, engineering and product.
Upon completion, participants will receive CPD-accredited certificates.
Best wishes
AI for Global Goals (AI4GG)