|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-management/
课程评论：没有评论
课程名称：《人工智能：管理的实用基础》 课程概述：在新AI工具（如ChatGPT）推出时，如何快速理解其风险和收益，以及如何在组织中利用这些工具？今天，70%的AI项目因管理者对AI缺乏理解而失败，而并非缺乏优秀的AI解决方案。本课程特别为现任及未来的管理者设计，旨在无须编写代码和构建AI模型，教授领导和管理AI应用所需的知识。 学习目标： 1. 学习AI的技术与管理方面的知识。 2. 确定正确的AI解决方案，学习罕见的管理框架，以成功引导组织的AI进程。 3. 通过认证获得AI/机器学习/深度学习的运用与管理认可。 4. 在招聘或工作中通过具备AI准备能力获得竞争优势。 5. 迅速理解任何新AI技术（如ChatGPT）的工作原理，以及如何在工作中利用它。 课程内容涵盖： - AI、机器学习与深度学习的定义及其与商业智能的区别。 - AI之旅的七原则。 - 如何判断一个问题是否需要AI。 - 成为数据准备就绪的步骤—图斯坎法。 - 一旦准备就绪，评估是构建还是购买解决方案，以及错误实施AI的风险—Fab-4模型。 - 如何判断软件是否使用了AI以及其使用的AI类型。 - 区分强大与较弱的AI解决方案。 - 识别解决特定商业或组织问题的AI技术。 - AI分析信息类型、进行预测、识别图像、与客户沟通以及机器行为学习的原理。 - 探索最流行的机器学习与深度学习技术，如分类、回归、决策树、集成学习、聚类等。 - 通过四步法测量AI的性能。 - 推动组织内部的AI应用。 - 成功实施AI的策略，以免浪费资金和时间。 - 评估AI解决方案的财务价值。 - 制定AI战略的最佳实践。 - 人工智能与人类工作的政策框架的七原则。 - 减少与AI相关的个人及组织风险。 适合对象： 本课程为希望在职业生涯中提升或有效应用AI/机器学习/深度学习/生成AI的人员设计，特别适用于： 1. 对AI/机器学习/深度学习/生成AI感兴趣，想要提升职业能力或高效完成工作的人。 2. 时间有限但希望深入理解AI/机器学习/深度学习/生成AI管理的人员。 3. 无需学习编写代码的人员。 额外福利：每节课结束后，您还将获得有关AI神秘与惊人应用的报告，课程将随时更新新文章，您将终身免费获取。 特别感谢：妻子、合作伙伴和创意支持，Pooja Chitnis。
Why this course: When a new AI tool like ChatGPT is launched, how can you quickly make sense of what its risks and benefits are, and how to leverage it in your organization? 70% of AI initiatives in organizations fail today not because of a lack of good AI solutions but because of a lack of understanding of AI among the managers - the end users, decision makers and investors in AI. Recruiters & Executives are struggling to find business professionals with a practical understanding of AI. This course is designed specifically to teach current and future managers all that they need to know to lead and manage AI use, without having to code and build AI models. You will: 1) Learn both technical & managerial aspects of AI 2) Identify the right AI solution & learn rare managerial frameworks to lead AI journeys successfully in an organization.3) Get recognized in the use and management of AI/ML/DL by getting certified.4) Gain competitive advantage in a hiring process or at work by being AI ready.5) Instantly understand how any new AI technology, like ChatGPT, works and how to leverage it at work What this course covers: What is AI, Machine Learning & Deep Learning, and how are they different from BI7 Principles of an AI JourneyHow to decide whether a problem needs AI at allIf AI is needed, how to become data ready - Tuscane ApproachOnce ready, how to decide whether to build or buy a solution as well as what the risks really are with doing AI incorrectly - Fab-4 ModelHow to tell whether a software uses AI, or what kind of AI it usesHow to differentiate powerful AI solutions from weaker ones How to determine which AI technique(s) can solve your specific business or organizational problem How AI analyzes different types of information, how it makes predictions, how it recognizes images, how it communicates with your customers, or how a robot learns to behave like humans! This will involve some of the most popular Machine Learning and Deep Learning techniques that are being used today: Classification, Regression, Decision Trees, Ensemble Learning, Clustering, Association Rules, Search Algorithm, Reinforcement Learning, Natural Language Processing, ANN & CNN, Generative AI, LLM & ChatGPTHow to measure AI's performance with a 4-step approachHow to get others to use it in the organization How to implement it successfully so that you don't waste thousands of dollars and hours of effort How to estimate the financial value of an AI solutionBest Practices to formulate an AI strategy7 Principles of Human-AI Work Policy FramingHow to minimize risks associated with AI for an individual and the organization Ideal for: The classes have been designed to provide in-depth practical knowledge on AI, Machine Learning & Deep Learning if you:1) Are interested in AI/ML/DL/Generative AI to advance your careers or to use it effectively to accomplish tasks at work2) Have limited time but would like to get a thorough managerial understanding of AI/ML/DL/Generative AI3) Do not need or are not interested in learning how to code AI/ML/DL/Generative AI Bonus: At the end of each lesson, you will also get access to reports on some of the amazing & scary ways in which AI is being applied on you. I'll be updating the course with newer articles as and when they appear, which you will have free lifetime access to.Special Thanks: Wife, Partner & Creative Support, Pooja Chitnis.
