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所在平台: Udemy |
课程主页: https://www.udemy.com/course/1z0-1122-24-oracle-cloud-infrastructure-ai-foundations/
课程评论：没有评论
课程名称：1Z0-1122-24 Oracle Cloud Infrastructure AI Foundations 课程概述：本课程为Oracle Cloud Infrastructure AI Foundations Associate认证课程（1Z0-1122-24），适合云计算初学者、解决方案架构师、开发人员、DevOps工程师、安全工程师/架构师、系统管理员、云工程师、数据工程师和数据科学家/机器学习工程师等。该认证旨在帮助学员掌握人工智能、机器学习及Oracle云基础设施（OCI）提供的相关服务的基本知识。 完成学习路径后，您将能够： - 理解大型语言模型（LLMs） - 精通OCI生成式AI服务 - 使用OCI生成式AI服务构建基于检索增强生成（RAG）的聊天机器人 先决条件：学员需具备机器学习和深度学习概念的基础理解，并熟悉Python编程语言。 您将学习的技能： - 大型语言模型（LLMs）的基础：LLM基本概念、架构、提示工程、微调技术、代码模型基础、多模态LLMs和语言代理 - OCI生成式AI深入分析：预训练模型（生成、摘要、嵌入）、灵活微调（包括T-Few技术）、模型推理、专用AI集群、生成式AI安全架构 - 使用OCI生成式AI构建对话聊天机器人：理解RAG、向量数据库、语义搜索，使用LangChain框架构建聊天机器人（提示、模型、记忆、链），追踪和评估聊天机器人并在OCI上部署 无课程大纲。
(1Z0-1122-24) Oracle Cloud Infrastructure 2024 AI Foundations Associate (English)Job Roles: Cloud Beginners, Solution Architect, Developer, DevOps Engineer, Security Engineer/Architect, Sys Admin, Cloud Engineer, Data Engineer, Data Scientist/ML EngineerWelcome to the OCI Cloud Infrastructure Certification Course!The Oracle Cloud Infrastructure AI Foundations Associate certification is designed for individuals who intend to demonstrate fundamental knowledge of Artificial Intelligence, Machine Learning, and related services provided by Oracle Cloud Infrastructure (OCI).Upon completion of this Learning Path, you will be able to:Understand Large Language Models (LLMs)Become proficient in OCI Generative AI ServiceBuild a Retrieval-Augmented Generation (RAG) based chatbot using OCI Generative AI servicePrerequisites: You need to have a basic understanding of Machine Learning and Deep Learning concepts and familiarity with Python.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 architectureBuild 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
