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所在平台: Udemy |
课程主页: https://www.udemy.com/course/agile-development-of-artificial-intelligence-with-scrum/
课程评论：没有评论
课程名称：使用SCRUM进行人工智能的敏捷开发 课程概述：欢迎参加《使用SCRUM进行人工智能的敏捷开发》课程！该课程致力于通过SCRUM框架和敏捷开发方法的结合，变革人工智能（AI）项目的开发和管理。无论您是经验丰富的开发者、项目经理还是AI初学者，此课程将为您提供掌握将敏捷开发与人工智能结合的艺术的途径。 课程内容：本课程并非仅仅是编程课程，而是一个全面的深入学习，涵盖了管理、开发和部署AI项目的最有效方法。你将学习如何将敏捷软件开发与生成性人工智能结合，并以SCRUM框架为指导工具，从基础到实际应用，掌握AI模型在真实项目中的实施。 课程亮点： - 现实应用：学习如何运用SCRUM管理AI项目，从数据收集、模型开发到部署和持续改进。 - 实践经验：通过案例研究、模板和练习，为专业的AI项目管理做好准备。 - 前沿AI技术：发现如何优化AI模型，管理计算资源，确保伦理和负责任的AI开发。 - AI项目中的SCRUM：理解如何将SCRUM框架适应于AI项目的独特挑战，包括数据管理、模型测试和迭代开发。 您将学到的内容包括： - 敏捷开发与SCRUM基础：理解敏捷宣言和SCRUM原则，学习SCRUM的角色、事件和工件。 - AI项目中的SCRUM适应：管理AI项目，包括数据冲刺、模型开发和持续改进的SCRUM应用。 - SCRUM驱动的AI模型开发：计划、开发并部署AI模型，重点在于迭代交付与持续反馈。 - AI测试与验证：学习如何验证AI模型、管理偏见、确保伦理考量。 - 计算资源管理：高效优化AI模型和管理计算资源。 - 伦理AI开发：探讨AI中的伦理挑战，实施公平、透明和负责任的AI系统。 - 最终AI项目：将所学知识应用于开发一个生成性AI的网页应用。 目标受众： - AI爱好者：如果您热衷于AI并希望有效管理AI项目，这个课程适合您。 - 项目经理：如果您希望转型为AI项目管理或增强现有技能，此课程将提供必要的工具与知识。 - 开发者：如果您对将AI集成到项目中感兴趣，本课程将一步步引导您。 - 企业家：如果您在构建AI驱动的初创企业或产品，此课程将帮助您有效且伦理地管理AI项目。 课程包含： - 详细的PPT演示：清晰简洁的幻灯片引导您学习各个模块。 - 模板：适用于冲刺规划、回顾会议和AI项目管理的现成模板。 - 案例研究：使用SCRUM管理的实际AI项目实例。 - 考试：通过测验和考试来强化学习知识。 - 最终项目：基于所学知识开发一个生成性AI网页应用的实操项目。 准备好改变AI项目的开发方式了吗？本课程旨在挑战而富有回报，我们将逐步引导您掌握复杂概念。完成课程后，您不仅可以获得理论知识，还能获得专业伦理的AI项目管理实践方法。 加入我们，迈出掌握SCRUM的敏捷AI开发的第一步！无论您是希望推进职业生涯、构建创新AI解决方案，还是单纯加深对敏捷和AI的理解，该课程都会为您提供成功所需的技能和信心。现在就注册，开始成为AI项目管理专家的旅程吧！
Welcome to the Course on Agile Development of Artificial Intelligence with SCRUM!Are you ready to revolutionize the way AI projects are developed and managed? Whether you're a seasoned developer, a project manager, or a beginner in AI, this course is your gateway to mastering the art of combining Agile Development and the SCRUM framework with the cutting-edge world of Artificial Intelligence.What is this course about?This course is not just another programming course-it's a comprehensive immersion into the most effective methodologies for managing, developing, and deploying AI projects. Over the next modules, you'll learn how to combine two revolutionary worlds: Agile software development and generative Artificial Intelligence, using the SCRUM framework as your guiding tool.You'll explore everything from the fundamentals of Agile and SCRUM to the practical implementation of AI models in real-world projects. Whether you're building a recommendation system, a customer churn prediction model, or a generative AI web application, this course will provide you with the tools, templates, and knowledge to succeed.Why take this course?Real-World Applications: Learn how to manage AI projects using SCRUM, from data collection and model development to deployment and continuous improvement.Hands-On Experience: Dive into practical case studies, templates, and exercises that will prepare you for professional AI project management.Cutting-Edge AI Techniques: Discover how to optimize AI models, manage computational resources, and ensure ethical and responsible AI development.SCRUM for AI: Understand how to adapt the SCRUM framework to the unique challenges of AI projects, including data management, model testing, and iterative development.What will you learn?This course is structured into 9 intensive modules, designed to take you from the basics to advanced AI project management. Here's a sneak peek of what you'll master:Agile Development and SCRUM Fundamentals:Understand the Agile Manifesto and SCRUM principles.Learn the roles, events, and artifacts of SCRUM.SCRUM in AI Projects:Adapt SCRUM to manage AI projects, including data sprints, model development, and continuous improvement.AI Model Development with SCRUM:Plan, develop, and deploy AI models using SCRUM, with a focus on iterative delivery and continuous feedback.AI Testing and Validation:Learn how to validate AI models, manage bias, and ensure ethical considerations.Computational Resource Management:Optimize AI models and manage computational resources efficiently.Ethical AI Development:Explore the ethical challenges in AI and learn how to implement fair, transparent, and responsible AI systems.Final AI Project:Apply everything you've learned to develop a web application with generative AI, using the SCRUM methodology.Who is this course for?AI Enthusiasts: If you're passionate about AI and want to learn how to manage AI projects effectively, this course is for you.Project Managers: If you're looking to transition into AI project management or enhance your existing skills, this course will provide you with the tools and knowledge you need.Developers: If you're a developer interested in integrating AI into your projects using Agile and SCRUM, this course will guide you step by step.Entrepreneurs: If you're building an AI-driven startup or product, this course will help you manage your AI projects efficiently and ethically.What's included?Detailed PowerPoint Presentations: Clear and concise slides to guide you through each module.Templates: Ready-to-use templates for sprint planning, retrospective sessions, and AI project management.Case Studies: Real-world examples of AI projects managed with SCRUM.Exams: Test your knowledge with quizzes and exams to reinforce your learning.Final Project: A hands-on project where you'll develop a generative AI web application using everything you've learned.Are you ready to transform how AI projects are developed?This course is designed to be challenging yet rewarding. You'll work with complex concepts, but we'll guide you step by step, with method and clarity. By the end of this course, you'll not only have theoretical knowledge but also a practical methodology for approaching AI projects in a professional and ethical manner.Join us and take the first step toward mastering Agile AI development with SCRUM!Whether you're looking to advance your career, build innovative AI solutions, or simply deepen your understanding of Agile and AI, this course will provide you with the skills and confidence to succeed.Enroll now and start your journey to becoming an AI project management expert!
