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所在平台: Udemy |
课程主页: https://www.udemy.com/course/modern-artificial-intelligence-with-zero-coding/
课程评论：没有评论
课程名称：零编程现代人工智能 课程概述：本课程旨在帮助那些希望在人工智能（AI）领域构建强大应用但缺乏编程基础的人。无论您是否对AI感到畏惧、不知道从何开始，或是没有计算机科学学位但希望进入AI行业，亦或是渴望通过AI提高商业收入和降低成本的创业者，这门课程都是为您量身定制的。人工智能正成为当今最热门的技术领域之一，其影响力正在迅速扩展，改变着人们的生活方式。AI已经在金融、医疗、交通和科技等领域得到了广泛应用，未来职业发展的机会也不断增长。 本课程的关键在于让没有编程背景或计算机科学学位的人也能接触和理解人工智能。课程以轻松、实用和有趣的方式介绍现代AI的关键知识，重点在于实践操作，学生将使用真实的数据集进行动手练习。 课程情境设定为：您被聘为旧金山一家初创公司的顾问，CEO要求您在一周内利用前沿的AI技术解决五个项目问题，但遗憾的是，您的数据科学家辞职，而您又不会编程。您需要快速产生结果，您将获得来自各部门的数据集，并需完成以下任务： 项目#1：利用Google Teachable Machines开发一个模型，以检测人类情绪（技术）。 项目#2：利用X光胸部数据开发一个模型，以检测和分类胸部疾病（医疗）。 项目#3：使用AWS AI AutoPilot预测保险费，依据客户特征如年龄、吸烟习惯和地理位置（商业）。 项目#4：利用DataRobot AI检测心血管疾病（医疗）。 项目#5：使用DataRobot AI识别食物种类并探讨AI的可解释性（技术）。 本课程将为您提供快速有效的AI应用实例，助您在这一快速发展的领域中脱颖而出。
Do you want to build super-powerful applications in Artificial intelligence (AI) but you don't know how to code?Are you intimidated by AI and don't know where to start?Or maybe you don't have a computer science degree and want to break into AI?Are you an aspiring entrepreneur who wants to maximize business revenue and reduce costs with AI but don't know how to get there quickly and efficiently?If the answer is yes to any of these questions, then this course is for you!Artificial intelligence is one of the top tech fields to be in right now!AI will change our lives in the same way electricity did 100 years ago.AI is widely adopted in Finance, banking, healthcare, transportation, and technology. The field is exploding with opportunities and career prospects.This course solves a key problem which is making AI available to anyone with no coding background or computer science degree.The purpose of this course is to provide you with knowledge of key aspects of modern AI without any intimidating mathematics and in a practical, easy, and fun way. The course provides students with practical hands-on experience using real-world datasets.In this course, we will assume that you have been recently hired as a consultant at a start-up in San Francisco. The CEO has tasked you to apply cutting-edge AI techniques to 5 projects. There is only one caveat, your key data scientist quit on you and do not know how to code, and you need to generate results fast. In fact, you only have one week to solve these key company problems. You will be provided with datasets from all these departments and you will be asked to achieve the following tasks:Project #1: Develop an AI model to detect people's emotions using Google Teachable Machines (Technology).Project #2: Develop an AI model to detect and classify chest disease using X-Ray chest data using Google Teachable Machines (HealthCare).Project #3: Predict Insurance Premium using Customer Features such as age, smoking habit, and geo-location using AWS AI AutoPilot (Business).Project #4: Detect Cardiovascular Disease using DataRobot AI (HealthCare).Project #5: Recognize food types and explore AI explainability using DataRobot AI (Technology).
