We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Whether it's making loan decisions or re-routing traffic, machine learning models need to accurately reflect our shared values. In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.
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Ethics in the Age of AI 专项课程LearnQuest课程信息
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第 1 门课程（共 4 门）
初级
完成时间大约为8 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将获得的技能
- Understanding of algorithms
- Familiarity with predictive models
- Overview of ethics considersations
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 1 门课程（共 4 门）
初级
完成时间大约为8 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
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LearnQuest
LearnQuest is the preferred training partner to the world’s leading companies, organizations, and government agencies. Our team boasts 20+ years of experience designing, developing and delivering a full suite industry-leading technology education classes and training solutions across the globe. Our trainers, equipped with expert industry experience and an unparalleled commitment to quality, facilitate classes that are offered in various delivery formats so our clients can obtain the training they need when and where they need it.
授课大纲 - 您将从这门课程中学到什么
完成时间为 2 小时
Getting Started: Algorithms
Welcome to the course! We're going to get started with an overview of the course structure as well as an introductory look at the world of algorithms
完成时间为 2 小时
5 个视频 （总计 29 分钟）, 2 个阅读材料, 3 个测验
完成时间为 2 小时
AI and Model Outcomes
This week, we are going to dive into predictive modeling the core differences in theory and practice
完成时间为 2 小时
3 个视频 （总计 19 分钟）, 2 个阅读材料, 3 个测验
完成时间为 2 小时
Rules for AI: training and constraints
This week we are going to focus on machine learning accuracy and training guidelines in the quest for more accurate and ethical models
完成时间为 2 小时
3 个视频 （总计 17 分钟）, 2 个阅读材料, 3 个测验
完成时间为 2 小时
Ethical AI: Cause and Effect
In our final week, we're going to ask some big questions about where all this predictive intelligence leads. We will discuss the trajectory of artificial intelligence and the broader implications for society as well
完成时间为 2 小时
4 个视频 （总计 26 分钟）, 2 个阅读材料, 3 个测验
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- 5 stars80%
- 4 stars14.16%
- 3 stars3.33%
- 2 stars0.83%
- 1 star1.66%
来自ARTIFICIAL INTELLIGENCE ALGORITHMS MODELS AND LIMITATIONS的热门评论
由 GL 提供Oct 16, 2020
the course was great which me a proper understanding about how AI think and what are the consequences of AI
由 N 提供Oct 12, 2020
An excellent course to know about the basics of AI ethics
由 JM 提供Oct 31, 2020
Very broad concepts but still engaging and thought provoking. This course focuses more on AI ethics rather than algorithms.
由 NH 提供Aug 20, 2021
there must be some practical approaches where different algorithms , methodologies are used and working , advantages and disadvantages
关于 Ethics in the Age of AI 专项课程
As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations. In this specialization, we will explore the rise of algorithms, fundamental issues of fairness and bias in machine learning, and basic concepts involved in security and privacy of machine learning projects. We'll finish with a study of 3 projects that will allow you to put your new skills into action.
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