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Learn Generative AI and LLMs with OCI Generative AI Services
Monday March 24, 2025 9:30am - 10:15am MDT
Room 224
This session introduces Generative AI and Large Language Models (LLMs) to Oracle technology professionals. It covers the technical aspects of LLMs, including LLM basics, architecture, fine-tuning techniques, prompt engineering, and the fundamentals of code models. Using examples, we'll also explore OCI's Generative AI services, such as pretrained generative models, model inference, and dedicated AI clusters.

Key topics like Retrieval-Augmented Generation (RAG), vector databases, semantic search, and the LangChain framework (including prompts, models, memory, and chains) will also be discussed. Additionally, this session serves as an introduction to the Oracle Cloud Infrastructure OCI 2023 Generative AI Professional certification.

Audience members will learn:

- An introduction to Generative AI and LLMs, including LLM basics, architecture, fine-tuning techniques, prompt engineering, and code model fundamentals
- OCI Generative AI services, such as pretrained generative models, model inference, and dedicated AI clusters
- Key topics like RAG, vector databases, semantic search, and the LangChain framework
- How to prepare for the Oracle Cloud Infrastructure OCI 2023 Generative AI Professional certification exam.
Speakers
avatar for Kai Yu

Kai Yu

Principal Consultant, Independent
Kai Yu is an independent principal consultant with over 30 years of experience in the tech industry, specializing in Oracle Database, Oracle Applications, Cloud, and AI and machine learning. He previously served as a Distinguished Engineer at Dell Technologies, leading Oracle Database... Read More →
Monday March 24, 2025 9:30am - 10:15am MDT
Room 224
  Data (not database), Infrastructure (including database)

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