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所在平台: Udemy |
课程主页: https://www.udemy.com/course/introduction-to-ai-machine-learning-and-deep-learning/
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课程名称：人工智能导论 - 机器学习与深度学习 课程概述：在现代社会中，我们无处不在地看到人工智能。从手机应用程序到房间里的语音助手，许多设备都由人工智能和机器学习驱动。如果你对机器学习的工作原理感到好奇，或者想开始学习这项技术，那么本课程将非常适合你。这是一门针对初学者的人工智能 - 机器学习与深度学习课程。通过学习，学生能够深入了解这项变革性技术及其潜力，并了解如何充分利用它。这将为你现有的工作带来机会，并为新职业做好准备。 课程内容将涵盖基本概念，介绍相关术语，并通过实例讨论流行的机器学习和深度学习算法。该课程特别适合以下人群： - 希望开始从事人工智能事业的学生 - 想要理解基本概念的IT专业人员和管理者 - 任何希望了解人工智能的好奇人士 完成本课程后，你将： - 理解机器学习的基本概念和术语 - 对各种机器学习和深度学习算法的工作原理有直观了解 - 学会如何利用机器学习解决商业问题 - 能够将这些知识应用于追求相关认证 课程前置条件：学生需具备基本的本科数学知识，包括线性代数、概率、统计和微积分。课程将对这些概念进行基本的复习。 编程要求：虽然课程中包含实验部分，但为可选内容。你可以在不进行任何编程的情况下完成课程。然而，具备基本的计算机科学和编程知识将有所裨益。课程将通过伪代码演示讨论的算法。此外，课程提供一个关于Python的可选模块，适合对该语言有基本熟悉的学习者。 通过课程中的各种测验，你可以测试对材料的理解。无论是技术用户还是非技术用户，这门课程都将为你提供对这项技术的基础理解，帮助你学习基本原理，并开始独立探索这一领域。对于希望获得该领域认证的学习者而言，这门课程也是迈出的重要第一步。 加入人工智能的革命，不要等待，立即注册！
Today we see AI all around us.From apps on our phone, to voice assistants in our room, we have gadgets powered by AI and Machine Learning.If you're curious to know how machine learning works, or want to get started with this technology, then this course is for you.This is a beginner level course in AI - Machine Learning and Deep Learning.As students, you will gain immensely by knowing about this transformative technology, its potential and how to make the best use of it. It will open up opportunities in your existing jobs as well as prepare you for new careers.It will go over the basic concepts, introduce the terminology and discuss popular Machine Learning and Deep Learning algorithms using examples.It will be ideal for•Students aspiring to begin a career in AI•IT Professionals and Managers who want to understand the basic concepts•Just about anyone who is curious to learn about AIAt the end of this course, you will•Understand the basic concepts and terminologies in Machine Learning•Gain intuition about how various Machine Learning and Deep Learning algorithms work•Learn how to use Machine Learning to solve a business problem•Be able to apply this knowledge to pursue a vendor certificationAre there any pre-requisites?Students must have a basic knowledge of undergraduate level mathematics in areas like Linear Algebra, Probability, Statistics and Calculus. The course will provide a basic refresher on these concepts.How much programming is needed?Although there are labs in the course, they are optional. You can go through the course without doing any programming. However, a basic knowledge of Computer Science and programming would help.The algorithms discussed in the course will be shown using pseudo code.We have an optional module on Python that will be a refresher for those who have basic familiarity with the language.Throughout the course we will provide various quizzes to test your understanding of the material.This course will benefit both technical and non technical users who want a foundational understanding of this technology. And it will help you learn the fundamentals and begin exploring this space on your own.And for those looking to get certified in this area, this course will be that important first step.Join the AI revolution. Don't wait. Enroll now!
