AI For Business

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/ai-for-business-wharton

课程评论:没有评论

第一个写评论        关注课程

课程简介

课程名称:商业中的人工智能(AI For Business) 课程概述: 本专项课程旨在为学习者提供大数据、人工智能(AI)和机器学习的基础知识,以及在商业中应用这些技术的各种领域。您将学习AI的伦理和风险,如何设计治理框架以公平应用AI,并探讨在机器学习中如何公正地管理人力资源。课程还将教授使用数据分析的有效营销策略,以及个性化如何增强和延续客户旅程和生命周期。最后,您将听到行业领袖分享他们对AI和大数据如何革新商业模式的见解。 学习成果: 完成此专门课程后,您将能够实施符合伦理的AI人力资源管理策略,深入理解数据分析、人工智能和机器学习之间的关系。您将获得这些工具如何塑造和影响商业管理的深刻洞察。 额外阅读:可参考霍萨纳教授的书籍《人类的机器智能指南》,可在其个人网站或《企鹅随机出版社》获取。 应用学习项目: 每个课程模块都设有评估,这其中包括两个同行评审练习。这些评估旨在检测学习者的知识,并为他们提供应用数据分析、机器学习工具及人力资源管理最佳实践与AI算法的机会。这些评估将涵盖人工智能的应用、伦理治理规则、大数据管理、客户旅程、欺诈预防和个性化技术,以制定和实施成功的AI策略。 证书:完成课程后将获得分享证书,所有课程均为100%在线,学习者可以灵活安排学习时间。课程等级为初学者,无需先前经验,预计完成时间为4个月,建议每周学习2小时,提供英语和英语字幕。 课程大纲: 1. AI基础知识(针对非数据科学家) 2. AI在市场营销和金融中的应用 3. AI在人员管理中的应用 4. AI战略与治理 有兴趣的学习者可通过以下链接注册课程: - [AI基础知识(针对非数据科学家)](https://www.coursera.org/learn/wharton-ai-fundamentals-non-data-scientists) - [AI在市场营销和金融中的应用](https://www.coursera.org/learn/wharton-ai-applications-marketing-finance) - [AI在人员管理中的应用](https://www.coursera.org/learn/wharton-ai-applications-people-management) - [AI战略与治理](https://www.coursera.org/learn/wharton-ai-strategy-governance)

课程大纲

Course Link: https://www.coursera.org/learn/wharton-ai-fundamentals-non-data-scientists

Name:AI Fundamentals for Non-Data Scientists

Description:Offered by University of Pennsylvania. In this course, you will go in-depth to discover how Machine Learning is used to handle and interpret ... Enroll for free.

Course Link: https://www.coursera.org/learn/wharton-ai-applications-marketing-finance

Name:AI Applications in Marketing and Finance

Description:Offered by University of Pennsylvania. In this course, you will learn about AI-powered applications that can enhance the customer journey ... Enroll for free.

Course Link: https://www.coursera.org/learn/wharton-ai-applications-people-management

Name:AI Applications in People Management

Description:Offered by University of Pennsylvania. In this course, you will learn about Artificial Intelligence and Machine Learning as it applies to HR ... Enroll for free.

Course Link: https://www.coursera.org/learn/wharton-ai-strategy-governance

Name:AI Strategy and Governance

Description:Offered by University of Pennsylvania. In this course, you will discover AI and the strategies that are used in transforming business in ... Enroll for free.

课程评论(0条)

课程详情

Skills you will gain
Artificial Intelligence (AI)
Machine Learning
Management
Analytics
Fraud Prevention
About this Specialization
5,567
recent views
This specialization will provide learners with the fundamentals of using Big Data, Artificial Intelligence, and Machine Learning and the various areas in which you can deploy them to support your business. You'll cover ethics and risks of AI, designing governance frameworks to fairly apply AI, and also cover people management in the fair design of HR functions within Machine Learning. You'll also learn effective marketing strategies using data analytics, and how personalization can enhance and prolong the customer journey and lifecycle. Finally, you will hear from industry leaders who will provide you with insights into how AI and Big Data are revolutionizing the way we do business. By the end of this specialization, you will be able to implement ethical AI strategies for people management and have a better understanding of the relationship between data analytics, artificial intelligence, and machine learning. You will leave this specialization with insight into how these tools can shape and influence how you manage your business. For additional reading, Professor Hosanagar's book "A Human’s Guide to Machine Intelligence" can be used as an additional resource,". You can find Professor Hosanagar's book on his personal website or at Penguin Randomhouse.
Applied Learning Project
Each course module in this Specialization culminates in an assessment, with two courses including peer-review exercises. These assessments are designed to check learners' knowledge and to provide an opportunity for learners to apply course concepts such as data analytics, machine learning tools, and people management best practices with AI algorithms.
The assessments will be cumulative and cover the application of artificial intelligence, ethical governance rules, Big Data management, the customer journey, fraud prevention, and personalization technology in order to develop and implement a successful AI strategy for your business.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No prior experience required.
Hours to complete
Approximately 4 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
No prior experience required.
Hours to complete
Approximately 4 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English

课程标签

人工智能 AI 分析 机器学习 管理层 预防欺诈 企业人工智能

0人关注该课程

主题相关的课程