Saïd Business School, University of Oxford
AI in Financial Services: Foundations through future trends 专项课程
Saïd Business School, University of Oxford

AI in Financial Services: Foundations through future trends 专项课程

AI & Open Finance: Data-Driven Innovation in FS. Understand the tech, policies, and ethical design choices shaping AI-powered financial ecosystems.

Martin Schmalz
Pinar Ozcan

位教师:Martin Schmalz

1,843 人已注册

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深入学习学科知识
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初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Understand core AI technologies, including machine learning and natural language processing, and how they’re transforming financial services

  • Analyse the strategic, ethical, and regulatory implications of Open Finance and consumer data rights

  • Evaluate the role of APIs, platforms, and intelligent systems in driving financial innovation and inclusion

  • Design responsible, data-driven financial products and frameworks for real-world challenges

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授课语言:英语(English)
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June 2025

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专业化 - 3门课程系列

AI Fundamentals in Financial Services

AI Fundamentals in Financial Services

第 1 门课程14小时

您将学到什么

  • Understand the core technologies behind AI and the central role of data in training AI systems.

  • Explore how AI is applied in financial services through use cases such as fraud detection, credit scoring, customer service, and algorithmic trading.

  • Critically assess the risks, limitations, and ethical considerations involved in using AI within the financial sector.

您将获得的技能

类别:Reinforcement Learning
类别:Artificial Intelligence
类别:Fraud detection
类别:Deep Learning
类别:Natural Language Processing
类别:Credit Risk
类别:Big Data
类别:Machine Learning
类别:Financial Regulation
类别:FinTech
类别:Data Management
类别:Customer Service
类别:Data-Driven Decision-Making
类别:Banking
类别:AI Personalization
类别:Data Ethics
类别:Algorithms
类别:Case Studies
类别:Financial Services
Designing the Future of Finance

Designing the Future of Finance

第 2 门课程13小时

您将学到什么

  • How Open Banking has evolved into Open Finance and why this matters for consumers, businesses, and regulators.

  • The strategic objectives, principles, and global regulatory frameworks shaping Open Finance ecosystems.

  • The role of APIs and digital consent in enabling secure data sharing and personalised, consumer-centric financial services worldwide.

您将获得的技能

类别:Application Programming Interface (API)
类别:Interoperability
类别:Financial Regulation
类别:Financial Data
类别:Financial Inclusion
类别:Data Sharing
类别:Payment Systems
类别:Finance
类别:Mobile Banking
类别:Financial Services
类别:Strategic Thinking
类别:Open Source Technology
类别:API Design
类别:International Finance
类别:Regulatory Requirements
类别:General Data Protection Regulation (GDPR)
类别:FinTech
类别:Banking
类别:Financial Systems
类别:Banking Services
Open Data and Intelligent Finance

Open Data and Intelligent Finance

第 3 门课程15小时

您将学到什么

  • Explain the principles of Open Data, Open Finance, and Smart Data, and how they shape modern financial ecosystems

  • Evaluate how AI powers real-time, intelligent financial services and the ethical and regulatory risks involved

  • Design inclusive, data-driven financial systems using platform infrastructure and responsible innovation practices

您将获得的技能

类别:Financial Services
类别:Data Sharing
类别:Financial Regulation
类别:Responsible AI
类别:Interoperability
类别:Financial Inclusion
类别:FinTech
类别:Mobile Banking
类别:Human Centered Design
类别:Business Ethics
类别:Open Source Technology
类别:Payment Systems
类别:Product Design
类别:Financial Data
类别:Data Governance
类别:Application Programming Interface (API)
类别:AI Personalization
类别:Financial Systems
类别:Finance
类别:Data Ethics

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位教师

Martin Schmalz
Saïd Business School, University of Oxford
1 门课程2,603 名学生

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