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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-for-executives/
课程评论：没有评论
课程名称：AI for CXOs & Sr. Managers: Now With Agentic AI & Vibe Coding 课程概述： 欢迎参加针对CxO及高级经理的人工智能课程。本课程旨在帮助学员理解当前人工智能（AI）和机器学习（ML）的影响，尤其是在经历了像ChatGPT这样的革命性进展后，AI的时代已经来临。课程涵盖了众多关于AI和ML的专业术语，如大型语言模型（LLM）、生成式AI和强AI与弱AI之间的区别，帮助学员消除对这些技术的困惑。 课程亮点： - 深入浅出地介绍强AI与弱AI的区别，以及基础算法如回归与分类的评估方法。 - 揭示生成式AI和大型语言模型（如ChatGPT）的背后技术——变换器。 - 分析推动AI发展的关键技术催化剂，如大数据与云计算创新。 - 通过实际案例研究，学习机器学习在欺诈检测、需求规划、异常检测、预测维护、客户体验等领域的成功应用。 - 探索可解释AI（XAI），助力用户理解机器决策的机制，弥合人类直觉与算法推理之间的差距。 - 讨论生成式AI的隐私问题及其应对策略，并创建自定义的LLM网页应用以利用知识库。 - 最后，我们将介绍机器人流程自动化和Google Vertex的自动机器学习（AutoML）前沿见解。 课程不仅技术内容经过精心策划，确保对各行各业的领导者易于理解，而且由拥有丰富管理经验的行业专家授课。他是AI初创公司SeaportAi的创始人兼首席执行官。课程持续更新，以便与快速发展的AI技术保持同步，已成功开设超过两年，吸引了近11,000名热衷的学习者。 这门课程将赋予您重塑战略方向的知识，使您在快速变化的科技环境中保持相关性，成为组织所需的AI敏捷领导者。 学员评价： - 讲师讲解清晰，概念易于理解。 - 基础扎实，帮助解决了我之前的一些困惑。 - 真实的案例分析使得课程内容更具吸引力。 - 课程信息量丰富，真实反映了科学与人类生活的关系。 - 技术之间的区别讲解清晰，并给出了实际例子。 - 此前我的理解是AI、RPA和工业4.0是相同的，这门课澄清了这些术语的含义，总体上是一门好课程。
Recent updates:. May 2025: Added video lectures on Vibe Coding. Jan 2025: Added video lectures on RAG & Agentic AI. Nov 2024: Added case studies (offered as assignments) that reflect the current challenges of the industry for AI deploymentsWelcome to the program on AI for CxO's and Sr. Managers. Everywhere you look, from global headlines to bustling startups, the impact of AI and Machine Learning is undeniable. Especially after the buzz surrounding revolutionary advancements like ChatGPT, there's no longer any doubt: we're in the age of AI.Ever felt overwhelmed by the storm of terminologies like Large Language Models (LLM), Machine Learning, Generative AI, Transformers, or Strong vs. Weak AI? Or felt that gnawing concern that your competitors might be leveraging AI in ways you haven't tapped into yet? This course is the remedy to your FOMO (fear of missing out).Dive in with us as we:Demystify the realms of AI and ML, differentiating between the potent powers of Strong vs. Weak AI.Discuss the foundational algorithms such as regression and classification, and learn to assess their accuracyUnearth the secret sauce behind Generative AI and Large Language Models (ChatGPT) - the captivating world of transformers.Highlight the technological catalysts, from Big Data to cloud innovations, that are accelerating the AI boom.Navigate through real-world case studies in machine learning, unveiling success stories in fraud detection, demand planning, anomaly detection, predictive maintenance, customer experience and more.Explore how models think with 'Explainable AI (XAI)' - As users demand insight & visibility into machine decisions, XAI empowers you to bridge the gap between human intuition and algorithmic reasoning.Discuss the pressing concerns surrounding Generative AI, its implications on privacy and how to overcome the privacy challenges.Create your own custom LLM web applications to leverage your knowledge repository.Conclude with cutting-edge insights on Robotic Process Automation and the wonders of AutoML via Google Vertex.But that's not all:The technical content is meticulously curated to be as non-technical as possible, making it accessible to leaders from all backgrounds.The course is led by an industry stalwart who has managed Technology, Operations and Strategy in large MNCs and nimble startups. He is the Founder and CEO of an AI startup (SeaportAi).Recognizing the dynamic nature of AI, this course remains a live document. Continuously updated to keep stride with AI's swift-paced advancements, it has successfully run for over 2 years, boasting nearly 11k enthused learners.Equip yourself with the knowledge that could redefine your strategic direction. Stay not just relevant, but pioneering, in today's rapidly evolving tech landscape. Join us, and be the AI-savvy leader your organization needs.Testimonials:"The course was well explained by the instructor. All the concepts were taught in an easily understandable way!""Great course. Gave me a solid foundation and helped to clear up some of my confusion.""Very Well Explained with real examples!!!""Very informative course and shows reality of science to human life.""The distinction between technologies was explained clearly. Liked the examples.""Before this course, I thought AI, RPA and Industry 4.0 are all same. This course clarified these jargon to me. Overall good course."
