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所在平台: Udemy |
课程主页: https://www.udemy.com/course/1z0-1127-24-oracle-cloud-infrastructure-2024-generative-ai-g/
课程评论：没有评论
课程名称：1Z0-1127-24 Oracle Cloud Infrastructure 2024 生成式人工智能 概述：Oracle Cloud Infrastructure 2024 生成式人工智能专业认证专为软件开发人员、机器学习/人工智能工程师以及生成式人工智能专业人士设计。该课程的学员需具备基本的机器学习和深度学习概念、熟悉Python编程语言和OCI（Oracle Cloud Infrastructure）。获取此认证后，学员将深入理解大型语言模型（LLM）架构，并掌握使用OCI生成式人工智能服务（如RAG和LangChain）构建、追踪、评估和部署LLM应用程序的技能。 完成学习路径后，您将能够： - 理解大型语言模型（LLMs） - 熟练使用OCI生成式人工智能服务 - 使用OCI生成式人工智能服务构建基于检索增强生成（RAG）的聊天机器人 先决条件：您需具备基本的机器学习和深度学习概念，并熟悉Python。 您将学习的技能： - 大型语言模型（LLMs）的基础知识：LLM基本概念、LLM架构、提示工程、微调技术、代码模型基础、多模态LLM和语言代理 - OCI生成式人工智能深入探讨：预训练基础模型（生成、摘要、嵌入）、灵活的微调（包括T-Few技术）、模型推断、专用AI集群、生成式AI安全架构 - 使用OCI生成式人工智能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（提示、模型、记忆、链）构建聊天机器人，追踪和评估聊天机器人并在OCI上部署。
The Oracle Cloud Infrastructure 2024 Generative AI Professional certification is designed for Software Developers, Machine Learning/AI Engineers, Gen AI Professionals who have a basic understanding of Machine Learning and Deep Learning concepts, familiarity with Python and OCI.Individuals who earn this credential have a strong understanding of the Large Language Model (LLM) architecture and are skilled at using OCI Generative AI Services, such as RAG and LangChain, to build, trace, evaluate, and deploy LLM applications.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
