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LLM Engineering Fundamentals : Generative AI, Agents & RAG
Artificial Intelligence · IT & Software
Library / Artificial Intelligence
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Race toCertification 2025OCI | AI | Multicloud | Data
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July 1 - October 31, 2025Welcome to the OCI Generative AI Certification !Upon completion of this Learning Path, you will be able to:
Skills you will learn:
Fundamentals of Large Language Models (LLMs): LLM basics, LLM architectures, Prompt Engineering, Fine-tuning techniques, fundamentals of code models, Multi-modal LLMs and Language AgentsOCI Generative AI Deep-Dive: Pretrained Foundational Models (Generation, Summarization, Embedding), Flexible Fine-tuning including T-Few techniques, Model Inference, Dedicated AI Clusters, Generative AI Security architecture
Build a Conversational Chatbot with OCI Generative AI: Understand RAG, Vector Databases, Semantic Search, build chatbot using LangChain Framework (Prompts, Models, Memory, Chains), Trace and Evaluate chatbot and deploy on OCI
The Oracle Cloud Infrastructure Generative AI course offers an in-depth technical introduction to Large Language Models (LLMs), covering aspects such as LLM architecture, fine-tuning techniques, code models, multimodal LLMs, and language agents. Additionally, you will explore topics such as, pretrained foundational models, chat models, embeddings, Dedicated AI Clusters, and the OCI Generative AI security architecture. You will also go through demonstrations of implementing retrieval augmented generation using OCI Generative AI and AI A
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Udemy: 2026-09-27 · Coursera: 2026-09-27
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