金融科技 Tamkang University FinTech: Financial Technology 財務大數據分析 Python Pandas (Finance Big Data Analytics with Pandas in Python) 1052FinTech07 MIS EMBA (M2263) (8595) Fri, 12,13,14 (19:20-22:10) (D409) Min-Yuh Day 戴敏育 Assistant Professor 專任助理教授 Dept. of Information Management, Tamkang University 淡江大學 資訊管理學系 http://mail. tku.edu.tw/myday/ 1 2017-04-28 課程大綱 (Syllabus) 週次 (Week) 日期 (Date) 內容 (Subject/Topics) 1 2017/02/17 Fintech 金融科技課程介紹 (Course Orientation for Fintech: Financial Technology) 2 2017/02/24 Fintech 金融科技的演進：貨幣與金融服務 (Evolution of Fintech: Money and Financial Services) 3 2017/03/03 Fintech 金融科技：金融服務科技創新 (Fintech: Technology Innovation in Financial Services) 4 2017/03/10 Fintech 金融科技與金融服務價值鏈 (Fintech and Financial Services Value Chain) 5 2017/03/17 Fintech 金融科技商業模式創新 (Fintech Business Models Innovation) 6 2017/03/24 Fintech 金融科技個案研究 I (Case Study on Fintech I) 2 課程大綱 (Syllabus) 週次 (Week) 日期 (Date) 內容 (Subject/Topics) 7 2017/03/31 金融服務消費者心理與行為 (Consumer Psychology and Behavior on Financial Services) 8 2017/04/07 教學行政觀摩日 (Off-campus study) 9 2017/04/14 區塊鏈技術 (Blockchain Technology) [Invited Speaker: Dr. Raymund Lin, IBM (林俊叡 博士，IBM)] 10 2017/04/21 期中報告 (Midterm Project Report) 11 2017/04/28 Python Pandas財務大數據分析 (Finance Big Data Analytics with Pandas in Python) 12 2017/05/05 人工智慧與深度學習金融科技 (Artificial Intelligence and Deep Learning for Fintech) 3 課程大綱 (Syllabus) 週次 (Week) 日期 (Date) 內容 (Subject/Topics) 13 2017/05/12 Fintech 金融科技個案研究 II (Case Study on Fintech II) 14 2017/05/19 金融科技財富管理：機器人理財顧問 (Robo-Advisors for Wealth Management in Fintech) 15 2017/05/26 投資組合最佳化與程式交易 (Portfolio Optimization and Algorithmic Trading) 16 2017/06/02 金融科技智慧問答系統 (Intelligent Question Answering System for Fintech) 17 2017/06/09 期末報告 I (Final Project Presentation I) 18 2017/06/16 期末報告 II (Final Project Presentation II) 4 Finance Big Data Analytics with Pandas in Python 5 Source: https://www.python.org/community/logos/ 6 http://pandas.pydata.org/ Yahoo Finance http://finance.yahoo.com/ 7 Apple Inc. (AAPL) -NasdaqGS http://finance.yahoo.com/quote/AAPL?p=AAPL 8 Yahoo Finance Charts: Apple Inc. (AAPL) http://finance.yahoo.com/chart/AAPL 9 Python Pandas for Finance Source: https://mapattack.wordpress.com/2017/02/12/using-python-for-stocks-1/ 10