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所在平台: Udemy |
课程主页: https://www.udemy.com/course/genai-life-cycle-for-business-professionals/
课程评论：没有评论
课程名称：商业专业人士的生成性人工智能生命周期 概述：本课程旨在帮助商业领导者、产品经理和决策者掌握生成性人工智能（GenAI）的实施与管理，帮助其在组织中充分利用这一变革力量。与其他技术性人工智能课程不同，本课程侧重于从领导者的角度涵盖整个实施生命周期，使您具备进行战略决策的知识和框架，避免高昂的错误成本，创建成功的GenAI项目。 课程亮点： - 本课程不仅关注技术层面，还针对商业实施提供实用框架。 - 教授如何在特定行业中识别高价值的GenAI机会。 - 提供数据准备和增强的策略，显著改善结果。 - 管理GenAI项目的方法，降低风险、提高成功率。 - 确保负责任和伦理的人工智能部署的治理框架。 学习内容： 1. **GenAI及其生命周期介绍**：理解生成性人工智能的基本概念，以及如何与传统人工智能不同，掌握实施过程的路线图。 2. **问题定义和数据准备**：识别有价值的使用案例，明确需求，并对齐利益相关者，掌握数据准备阶段的关键技术。 3. **模型选择和开发**：评估和选择适合需求的基础模型，探索最大化输出质量的提示工程技术。 4. **部署与维护**：了解生成性人工智能解决方案部署的复杂性，基础设施要求及优化技术。 5. **负责任的人工智能与最佳实践**：构建有效的治理框架，解决伦理考虑、隐私问题和安全挑战。 适合人群： - 渴望战略性实施GenAI解决方案的商业领导者和高管。 - 负责AI产品和服务的产品经理。 - 评估GenAI机会和投资的战略决策者。 - 监督GenAI实施项目的项目经理。 - 渴望了解GenAI能力和限制的非技术专业人士。 - 希望建立负责任AI治理框架的技术领导者。 讲师介绍：Yash Thakker拥有10年以上的产品管理经验，特别是在AI、平台和应用领域的专业知识。他把理论知识与实践经验结合，为您应对GenAI部署的复杂性提供现实的见解。 本课程的独特性： - 关注商业应用，清晰解释技术概念。 - 覆盖整个GenAI生命周期，从问题定义到持续监测。 - 提供可立即应用的实用框架。 - 提供对GenAI能力、限制和伦理考量的诚实评估。 - 涉及多个行业的具体案例和用例。 课程结束后，您将具备领导成功GenAI项目所需的知识、框架及信心，能够识别机会、降低风险、选择合适技术并实施负责任的治理，全面转换您的业务。准备好引领您的组织进入GenAI革命了吗？今天就加入我们，获得在这一快速发展的领域中的战略优势。
Generative AI for Business Leaders: The Complete Implementation GuideTransform Your Organization with Generative AIAre you ready to harness the transformative power of Generative AI in your organization? This comprehensive course is specifically designed for business leaders, product managers, and decision-makers who need to understand, implement, and manage GenAI solutions in a business context.Unlike other technical AI courses, this program focuses on the entire implementation lifecycle from a leadership perspective, giving you the knowledge and frameworks to make strategic decisions, avoid costly pitfalls, and create successful GenAI initiatives.Why This Course Stands OutMost GenAI courses focus only on the technical aspects or surface-level concepts. This course bridges the gap between technical understanding and business implementation, teaching you:How to identify high-value GenAI opportunities in your specific industryPractical frameworks for evaluating and selecting the right foundation modelsStrategies for data preparation and enhancement that dramatically improve resultsManagement approaches for GenAI projects that reduce risk and increase success ratesGovernance frameworks to ensure responsible and ethical AI deploymentWhat You'll LearnThis comprehensive program takes you through the entire GenAI lifecycle:Section 1: Introduction to GenAI and the GenAI Lifecycle Understand the fundamental concepts of Generative AI, how it differs from traditional AI, and get a roadmap of the implementation process. Learn about common challenges and explore real-world business applications across industries.Section 2: Problem Definition and Data Preparation Discover how to identify valuable use cases, define clear requirements, and align stakeholders. Master the critical data preparation phase, including vector databases and Retrieval-Augmented Generation (RAG) techniques that significantly enhance GenAI performance.Section 3: Model Selection and Development Learn to evaluate and select the right foundation models for your specific needs. Explore prompt engineering techniques that maximize output quality and consistency. Understand when and how to adapt models, and build effective evaluation frameworks.Section 4: Deployment and Maintenance Navigate the complexities of deploying GenAI solutions with confidence. Understand infrastructure requirements, optimization techniques, and monitoring strategies to ensure ongoing performance and reliability.Section 5: Responsible AI and Best Practices Build effective governance frameworks for your GenAI initiatives. Address ethical considerations, privacy concerns, and security challenges. Implement appropriate guardrails and stay ahead of emerging trends in the rapidly evolving GenAI landscape.Who This Course Is ForThis course is meticulously tailored for:Business Leaders and Executives seeking to implement GenAI solutions strategicallyProduct Managers responsible for AI-powered products and servicesStrategic Decision-Makers evaluating GenAI opportunities and investmentsProject Managers overseeing GenAI implementation initiativesNon-Technical Professionals who need to understand GenAI capabilities and limitationsTechnology Leaders looking to build responsible AI governance frameworksYour Instructor: Yash ThakkerWith over 10 years of experience in product management, including specialized expertise in AI, platforms, and applications, Yash brings real-world insights to this comprehensive course. As the Head of Product at a leading tech startup in India, he combines theoretical knowledge with practical implementation experience to help you navigate the complexities of GenAI deployment.What Makes This Course DifferentBusiness-Focused Approach: While we explain technical concepts clearly, everything is presented from a business implementation perspectiveEnd-to-End Coverage: The complete GenAI lifecycle from problem definition to ongoing monitoringPractical Frameworks: Take away tangible tools and methodologies you can apply immediatelyBalanced Perspective: Honest assessment of GenAI capabilities, limitations, and ethical considerationsIndustry Applications: Specific examples and use cases across multiple sectorsBy the End of This CourseYou'll have the knowledge, frameworks, and confidence to lead successful GenAI initiatives in your organization. You'll understand how to identify opportunities, mitigate risks, select appropriate technologies, and implement responsible governance-everything you need to transform your business with the power of Generative AI.Ready to lead your organization into the GenAI revolution? Enroll today and gain the strategic advantage in this rapidly evolving landscape.
