The FinTech Revolution in Financial Markets
This program offers a thorough, yet non-technical exposition of the important concepts associated with the FinTech phenomenon and the implications for the future of financial intermediation, 银行, regulation and currencies. It is comprised of four modules covering Electronic 交易, Marketplace Lending, 大数据, and Cryptocurrencies and 区块链.
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介绍
- 概述 of current disruptive technologies
- Impact and maturity assessment
- The evolution of software engineering
Module 1: Rise of the Robots
- Electronic 交易
- Evolution of High Frequency 交易
- High Frequency Strategies
- 交易 Mechanisms, Markets and Market Making
- Further Discussions on Microstructure
- α设计
- Robo-advising
- 定义
- 市场分析
- Investment Strategies
Module 2: Marketplace Lending
- Origins and Evolution
- 非中介化
- Traditional 银行 and FinTech innovations
- 在线 lending ecosystems
- 发起者
- 服务提供商
- 投资者
- Leverage Providers
- 监管机构
- 主要的垂直
- Unsecured Consumer Loans
- 学生贷款
- 中小企业贷款
- 汽车贷款
- 房地产贷款
- Emerging Verticals (e.g. 太阳能)
- Investing in Marketplace Lending loans
- 整个贷款
- Securitized Products
- 零售投资
- International Perspectives
- 中国
- 亚洲Ex-中国
- 欧洲
- 拉丁美洲
Module 3: 大数据
- History and Enablers of 大数据
- Increasing storage capacity
- Increasing processing power
- 可用性 of data
- The era of algorithms and distributed computing
- 数据科学
- Data Scientist: A new role within the corporation
- Classical data analysis vs. 数据科学
- 数据科学 research process
- 机器学习
- Regression and classification (supervised learning)
- Clustering and factor analysis (unsupervised learning)
- Deep Learning and AI
- Applications to MG游戏
- Portfolio Management
- 信用评分
- Advanced Analytics for client management
- 替代数据
- 社交媒体数据
- 情绪
- 传感器数据
- 地理位置
- 卫星成像
- 搜索数据
- 新闻及API服务
Module 4: Cryptocurrencies & 区块链
- Cryptocurrency Landscape
- Cryptocurrency History
- Introducing Bitcoin
- Mechanics of Bitcoin
- Current Concerns of Cryptocurrencies
- 风险概述
- 技术
- 法律
- 监管
- 声誉风险
- 争议
- Cryptocurrency Ecosystem
- 介绍
- Initial Coin Offering
- Diverse Array of cryptocurrencies
- 交流
- Cryptocurrency as An Asset Class
- 概述
- 统计事实
- Distributed-Ledger Protocols
- Mechanics of 区块链
- 公共链
- 私人链
Conclusion: The future of FinTech