From Using AI to Understanding It

所在平台: Udemy

课程主页: https://www.udemy.com/course/from-using-ai-to-understanding-it/

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课程名称:从使用AI到理解AI 课程概述:本课程“从使用AI到理解AI”的灵感来源于许多非技术专业人员,他们希望更好地了解AI的能力,并真正掌握AI的工作原理,以便在职业生涯和个人生活中更有效地使用AI。作为AI驱动工具的用户,现在是时候深入探讨背后的技术及其在实际应用中的意义。无论你是科技爱好者、产品经理,还是希望提高团队生产力但缺乏AI采用经验的部门负责人,或只是想更深入理解AI的人,本课程都将为你提供所需的知识。 课程以清晰易懂的方式呈现概念,使你无需编程经验即可理解。你将探讨不同类型的机器学习,了解AI系统如何利用数据进行训练,掌握计算机视觉和自然语言处理的基本知识,从而在AI的各个领域建立扎实的基础。课程还将深入探讨如何构建最佳提示,以获得最佳结果。 我们将讨论部署和云服务,使你能够提前了解在公司使用AI的意义,并探讨AI伦理原则,为负责任的AI采纳奠定基础。通过现实世界的案例、视觉解释和易于跟随的课程,你将建立扎实的基础,全面理解AI的能力和影响。 课程结束时,你将能够: - 自信地谈论AI的工作原理 - 理解现代AI的构建块 - 知道模型训练的内容及其重要性 - 在与AI相关的工作中做出更明智的决策 - 准备好采用AI 如果你准备好揭开流行术语背后的真相,这门课程将为你提供所需的扎实理解,让你有可能成为在AI领域中创造影响的专业人士。

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From Using AI to Understanding It was inspired by the many non-technical professionals who told me they wanted to better understand AI's capabilities and to truly grasp how AI works, so that they can use it in their careers and personal lives. You are an user of AI powered tools - now it's time to go deeper and figure out what's happening behind the scenes and what it means to integrate AI.Whether you're a tech enthusiast, a product manager, a department lead that wants to boost the team's productivity, but lacks prior understanding of what it means to adopt AI in production, or simply someone who wants to understand AI on a deeper level, this course will give you the knowledge you need.The concepts are presented in a clear, approachable way, so that you can understand them without coding experience.You'll explore different types of machine learning, learn how AI systems are trained using data, understand computer vision and NLP, so that you have a solid knowledge across diverse areas of AI. Using GenerativeAI can open so many possiblities that we will discover together. We will even dive deeper on how to compose the best prompt to get to the best results.We'll address deployments and cloud services so that you can know before hand what it would mean to use AI in your company, and we'll address AI ethical principles to set you on the right track for a responsible AI adoption.Through real-world examples, visual explanations, and easy-to-follow lessons, you'll develop a solid foundation that will enable you to fully understand AI's capabilities and implications.By the end of this course, you'll:Be able to speak confidently about how AI worksUnderstand the building blocks of modern AIKnow what goes into training a model - and why it mattersMake smarter decisions when working with or around AIBe ready to adopt AIIf you're ready to lift the curtain behind the buzzwords, this course will give you the solid understanding that you've been looking for, and who knows, you may be that professional that makes a difference with AI.

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