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所在平台: Udemy |
课程主页: https://www.udemy.com/course/nvidia-certified-associate-generative-ai-multimodal/
课程评论：没有评论
课程名称：NVIDIA认证助理：生成式人工智能多模态（NCA-GENM） 概述：本课程旨在帮助你为NVIDIA认证助理：生成式人工智能多模态考试（NCA-GENM）做好准备。课程由安德鲁·拉金（Andrew Larkin）教授，他是前云学院内容负责人，拥有丰富的云计算和人工智能专业知识，并在2024年被评为AWS社区年度建设者。安德鲁已编写超过100门课程，在行业内具备显著的经验和专业技能。 本课程提供了一系列有效的学习工具，包括样题、讨论、解释，以及两个备考模拟考试，帮助你掌握NVIDIA认证助理：生成式人工智能多模态认证所需的信息。课程设计既清晰又富有趣味，以节省你的时间。 课程大纲包括： - NVIDIA AI工作台的安装 - 计算机基础 - 简明的提示工程概念 - GPT的工作原理 - AI基础知识介绍 - GPU的优势 - AI项目面临的挑战 - AI角色与责任 - AI工作流程 - AI存储与部署策略 - 数据可视化 - 生成式AI基础 - 自然语言处理 - "注意力"机制在生成式AI中的运用 - 向量与词汇的介绍 - AI向量数据库 - 能效计算 - 训练与微调 - 超参数与LLM指标 - 多模态生成式AI的介绍 - 融合技术与损失函数 - NVIDIA工具创建生成式AI解决方案 - NVIDIA数据中心平台与软件生态系统 - 训练优化与推理优化 - 生成式AI解决方案的管理 - 分布式处理与AI集群的部署和管理 - 考试准备与模拟考试 如果你想节省时间并掌握这一备受推崇的认证，欢迎参加本课程，了解更多信息请搜索“安德鲁·拉金 AWS”。
This concise course is designed to prepare you for the NVIDIA-Certified Associate: Generative AI Multimodal exam (NCA-GENM).Created by Andrew Larkin, ex Head of Content for Cloud Academy, certified Cloud and AI expert and AWS Community Builder of the Year in 2024. Andrew has authored over 100 courses and has significant industry experience and expertise. "Google "Andrew Larkin AWS" to learn more about me and why my course is your best option for mastering this exam. As Head of Content for Cloud Academy, I helped thousands of learners master cert exams with effective courses designed around the exam curriculum. This course provides you with the information you need for the NVIDIA-Certified Associate: Generative AI and LLM exam. The course uses the skills and techniques I learnt helping 1,000's of people master AWS, Azure and GCP certs over the last 10 years"The course is clear and effective. It is visually interesting and engaging and respectful of your time. The curriculum includes sample exam questions, discussions, explanations and TWO PREP EXAMSDo this course if you want to save yourself time and master this coveted NVIDIA-Certified Associate: Generative AI Multimodal Certification. WELCOME! AND GUIDE TO GETTING THE MOST FROM THIS COURSECOURSE OUTLINEHOW I WILL HELP YOU MASTER THIS CERTINSTALLING NVIDIA AI WORKBENCHNEW TO COMPUTING? START HERE! WHAT IS PROMPT ENGINEERING? - IN SIMPLE TERMSHOW GPT'S WORK - IN SIMPLE TERMS(AI FUNDAMENTALSINTRODUCTION TO AIGPU'S AND THE BENEFITS THEY PROVIDE?THE CHALLENGES FACING AI PROJECTSAI ROLES AND RESPONSIBILITIESAI WORKFLOW(AI STORAGEAI DEPLOYMENT STRATEGIES(AI DATA VISUALIZATIONGENERATIVE AI - FUNDAMENTALSINTRODUCTION TO GENERATIVE AINATURAL LANGUAGE PROCESSINGHOW "ATTENTION" WORKS IN GENERATIVE AIINTRODUCTION TO VECTORS AND WORDSAI VECTOR DATABASESENERGY EFFICIENT COMPUTINGTRAINING AND FINE TUNINGPROMPT ENGIINEERINGHYPER-PARAMETERSLLM-METRICSINTRODUCTION TO MULTI- MODAL GENERATIVE AIINTRODUCTION TO MULTI MODAL AIFUSION TECHNIQUES AND LOSS FUNCTIONS:FUSION TECHNIQUES - DEEP DIVECLIP - (CONTRASTIVE LANGUAGE IMAGE PRETRAINING)CREATING GENERATIVE AI SOLUTIONS WITH NVIDIA TOOLSNVIDIA DATA CENTRE PLATFORMNVIDIA SOFTWARE ECOSYSTEMNVIDIA REFERENCE ARCHITECTURESTRAINING OPTIMIZATIONDEPLOYMENT AND INFERENCINGINTERENCE OPTIMIZATIONINTRODUCTION TO RAG WORKFLOWSNVIDIA TOOLS AND SERVICESMANAGING GENERATIVE AI SOLUTIONS AT SCALEDISTRIBUTED PROCESSINGAI CLUSTER DEPLOYMENT AND MANAGEMENTFINAL EXAM PREPTIPS FOR THE EXAMNCA-GENM PREP - EXAM ONENCA-GENM PREP - EXAM TWO
