Artificial Intelligence Ethics in Action

所在平台: Coursera

课程主页: https://www.coursera.org/learn/ai-ethics-analysis

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课程简介

课程名称:人工智能伦理实践 课程概述:人工智能伦理研究是一个新兴领域。为了证明我们的技能,我们需要展示批判性思维和分析能力。由于直接撰写完整的研究论文并不合理,我们将通过三个项目来证明自己在各种主题和情境下分析伦理人工智能的能力。这些项目将涵盖您在人工智能伦理专项中所学到的所有技能。 课程大纲:

名称:导言

描述:欢迎来到课程总结!了解一下我们将在本节中 tackling 的项目。

名称:项目 1 - OpenAI: GPT-3 分析

描述:检查预测文本模型中的偏见。

名称:项目 2 - Alleghany 筛选分析

描述:理解敏感预测的公平性问题。

名称:项目 3 - 博弈论算法设计

描述:在模型理论中预测伦理问题,以防其出现。

课程大纲

Name:Introduction

Description:Welcome to the capstone! Get to know a little bit about the projects we will be tackling in this section

Name:Project 1 - OpenAI: GPT-3 Analysis

Description:Examining bias in a predictive text model

Name:Project 2 - Alleghany Screening Analysis

Description:Understanding fairness issues with sensitive predictions

Name:Project 3 - Game Theory Algorithm Design

Description:Predicting ethical issues before they arise in model theory

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课程详情

AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability. Since it's not reasonable to jump into a full research paper with our newly founded skills, we will instead work on 3 projects that will demonstrate your ability to analyze ethical AI across a variety of topics and situations. These projects include all the skills you've learned in this AI Ethics Specialization.

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