課程資訊

課程大綱

• 02/18/2016 課程介紹與說明, 網頁伺服器建置, Python 開發環境建置 

• 02/25/2016 資料處理與分析流程 

• 03/03/2016 巨量資料與開放資料介紹 

• 03/10/2016 資料型態介紹 

• 03/17/2016 資料蒐集, 儲存與整理 

• 03/24/2016 資料型態處理 (csv, json, xml)

• 03/31/2016 資料型態處理 (csv, json, xml) 

• 04/07/2016 資料型態處理 (csv, json, xml) 

• 04/14/2016 期中報告 

• 04/21/2016 Python 基礎介紹 

• 04/28/2016 Python 基礎介紹 

• 05/05/2016 SciPy 介紹

• 05/12/2016 SciPy 介紹 

• 05/19/2016 Matplotlib 介紹 

• 05/26/2016 資料視覺化呈現 

• 06/02/2016 巨量資料案例介紹 (機器紀錄, 社群分析等) 

• 06/09/2016 端午節 

• 06/16/2016 期末專案報告

競賽資訊

• https://hackathon.tw/HackathonMap

• Open Data 創新應用競賽 http://opendata-contest.tca.org.tw/

• 理工學院學生學習成果競賽 http://wcse.nttu.edu.tw/files/14-1017-52414,r122-1.php?Lang=zh-tw

• IDEAS Tech Hackathon http://hackathon2016.ideas.iii.org.tw/

• 高速公路局第二屆 ETC 資料應用創意競賽 http://www.freeway.gov.tw/Publish.aspx?cnid=2328

補充資訊

• Is Big Data Still a Thing? (The 2016 Big Data Landscape)

  • https://www.linkedin.com/pulse/big-data-still-thing-2016-landscape-matt-turck

• The Most Important Skill in Data Science: Mining and Visualizing your Data

  • http://businessoverbroadway.com/the-most-important-skill-in-data-science-mining-and-visualizing-your-data

• 台灣資料科學愛好者年會 http://www.slideshare.net/tw_dsconf

• Worldwide cost of living survey

  • http://www.economist.com/blogs/graphicdetail/2016/03/daily-chart-4

• Washingtonpost

  • https://www.washingtonpost.com/graphics/national/police-shootings/

• CERN Just Dropped 300 Terabytes of Raw Collider Data to the Internet (歐洲核子研究組織)

  • http://gizmodo.com/cern-has-released-300-terabytes-of-collider-data-to-the-1772642139?utm_campaign=socialflow_gizmodo_facebook&utm_source=gizmodo_facebook&utm_medium=socialflow

• Academic Salaries

  • http://www.phdcomics.com/comics.php?f=1086

• 縣市重要統計指標

  • http://data.infographics.tw/viz/twstat/

• 文字視覺化 - 以 2016 總統就職演講為例

  • http://blog.infographics.tw/2016/05/text-visualization-with-jieba/

TED 影片

• The surprising seeds of a big-data revolution in healthcare 

  • https://www.ted.com/talks/joel_selanikio_the_surprising_seeds_of_a_big_data_revolution_in_healthcare

• Asia's rise - how and when 

  • https://www.ted.com/talks/hans_rosling_asia_s_rise_how_and_when

• Big data is better data

  • https://www.ted.com/talks/kenneth_cukier_big_data_is_better_data

• How we found the worst place to park in New York City

  • https://www.ted.com/talks/ben_wellington_how_we_found_the_worst_place_to_park_in_new_york_city_using_big_data

老師聯絡資訊

• nttu.chkao@gmail.com

• https://sites.google.com/site/nttuchkao/

Office Hour (SEB 414)

• 星期一, 14:00-16:00

• 星期三, 14:00-16:00