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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aws-certified-ai-practitioner-aif-c01-hands-on-in-depth/
课程评论：没有评论
课程名称：掌握 AWS 认证 AI 从业者 AIF-C01 - 实操！ 课程概述：本课程致力于帮助学员获得亚马逊颁发的人工智能（AI）和机器学习（ML）知识认证。AWS 认证 AI 从业者（AIF-C01 / AI1-C01）考试不仅适合开发人员，也涵盖技术领域的多种角色。无论你是项目经理、管理者、销售或市场专业人士，还是开发者，AI、生成式 AI 和机器学习的概念并没有想象中那么复杂。课程从基础开始，使用简单明了的语言和示例进行讲解，无需编码！对于想深入学习的学员，课程也提供了更深入的内容。通过动手实践活动，学员将掌握使用 Amazon Bedrock 和知识库构建自定义聊天机器人、为 AI 安全搭建 Guardrails，以及使用 AWS 控制台构建功能完备的 LLM 代理等技能。课程还包括演示视频，带领学员使用Amazon SageMaker进行机器学习模型的训练和使用。 为了帮助学员充分准备考试，课程提供了20道模拟题和80道AWS考试风格的测验题。此外，学员还将获得课程幻灯片的 PDF 版本以及 PDF 学习指南，以进一步协助备考。与其他 AWS 认证不同，此课程更加注重商业应用，除了技术工作原理外，还将回顾整体 AI 和机器学习生命周期的最佳实践、负责任的 AI 维度以及 AI 的安全和治理最佳实践。 课程将涉及以下主题： - 人工智能、机器学习和生成式 AI 的基本概念与术语 - 深度学习和大语言模型（LLM）的工作原理 - 评估和衡量 AI 模型 - 机器学习设计原则 - 机器学习运营（MLOps） - AI、ML 和 GenAI 的实际应用案例 - 提示工程 - 使用 SageMaker 构建机器学习管道 - 常见的机器学习算法 - 使用 Amazon Bedrock 构建生成式 AI 应用 - 检索增强生成（RAG） - LLM 代理 - AWS AI 和机器学习服务概述 - 模型训练和微调技术 - 负责任的 AI - AI 治理与安全 本课程由曾成功通过 AIF-C01 考试并拥有丰富实践经验的真实人类讲师 Frank Kane 主讲。他在亚马逊工作了九年，曾担任高级工程师和高级经理，是大数据、数据分析、机器学习、AI等领域畅销课程的授课者，并在机器学习领域获颁26项专利。他自2015年起在Udemy授课，服务超过一百万学员。课程将不断更新，确保学员掌握最新的 AWS 机器学习和人工智能技术，并帮助他们为最新版本的考试做好准备。 其他课程内容包括： - 终身访问未来所有更新 - 超过9小时的视频培训 - PDF格式的课程幻灯片和学习指南 - 80道测验题以评估学习准备情况 - 互动式问答环节，讲师将及时响应 - Udemy 结业证书可下载 - 30天“无理由”退款保证 加入我们，准备通过 AWS 认证 AI 从业者考试，掌握 AWS 平台上的 AI 和机器学习世界！
Get certified by Amazon for your knowledge of artificial intelligence and machine learning! It's hard to imagine a certification that would carry more weight in today's era of generative AI.The AWS Certified AI Practitioner (AIF-C01 / AI1-C01) exam isn't just for developers - it's aimed at a wide variety of roles in the technology space. Whether you're a PM, manager, sales or marketing professional, or developer - the concepts behind artificial intelligence, GenAI, and machine learning (ML) aren't as hard as you think. This course starts with the basics, explaining things in plain English and with simple examples. No coding required!We will go deep for those who want it, though. Hands-on activities will give you practice in building a custom chatbot using Amazon Bedrock and Knowledge Bases, building Guardrails for AI safety, and building a fully-fledged LLM agent armed with tools to extend an AI application - all just using the AWS console on the web. And demo videos walk you through training and using machine learning models using Amazon SageMaker.You'll be fully prepared for the exam with an included 20-question practice test and 80 quiz questions in the style of AWS exams. You'll also get a PDF copy of the course slides and a PDF study guide to further help you prepare for the exam.Unlike other AWS certifications, there is a big business focus on this one. In addition to how the tech works, we'll also review best practices for the entire AI and machine learning lifecycle, the dimensions of "responsible AI," and best practices for security and governance with AI.Some topics we'll cover include:Fundamental concepts and terminologies of AI, ML, and Generative AIHow deep learning and large language models (LLM's) workEvaluating and measuring AI modelsMachine learning design principlesMachine learning operations (MLOps)Use cases of AI, ML, and GenAIPrompt engineeringBuilding machine learning pipelines with SageMakerCommon machine learning algorithmsBuilding generative AI applications with Amazon BedrockRetrieval Augmented Generation (RAG)LLM AgentsAmazon Q Business, Q Developer, and Q AppsHigh-level AWS AI and machine learning servicesModel training and fine-tuning techniquesResponsible AIAI Governance and SecurityAlthough this is a course about AI, it is not AI-generated! You'll learn from a real human instructor who passed the real exam, with real human experience in building AI applications in a professional setting.- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -InstructorHey, I'm Frank Kane. I have successfully passed the AIF-C01 exam myself, and have ensured this course contains everything you need to know. I spent nine years working for Amazon from the inside as a senior engineer and senior manager, and I'm best known for my top-selling courses in "big data", data analytics, machine learning, AI, Apache Spark, system design, and Elasticsearch. I've been awarded 26 issued patents in the field of machine learning.I've been teaching on Udemy since 2015, where I've reached over one million students all around the world!I've worked hard to keep this course up to date with the latest developments in AWS's machine learning and artificial intelligence technologies, and to make sure you're prepared for the latest version of this exam. Let's dive in and get you ready!- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -This course also comes with:Lifetime access to all future updates9+ hours of video trainingCourse slides and study guide in PDF form80 quiz questions to assess your readinessA responsive instructor in the Q & A SectionUdemy Certificate of Completion Ready for DownloadA 30 Day "No Questions Asked" Money Back Guarantee!Join us in this course if you want to pass the AWS Certified AI Practitioner exam and master the world of AI and machine learning on the AWS platform!
