課程資訊

課程大綱

• 2/16/2016: 課程介紹與統計學概觀 

• 2/23/2016: 資料處理與分析流程 

• 3/01/2016: 巨量資料介紹, 開放資料介紹 

• 3/08/2016: 資料整理與分析 

• 3/15/2016: 敘述統計, 表格與圖形表示方法 

• 3/22/2016: 敘述統計, 數值方法

• 3/29/2016: 機率概論 

• 4/05/2016: 清明節 

• 4/12/2016: 離散機率分配與連續機率分配 

• 4/19/2016: 期中報告 

• 4/26/2016: 實驗設計與問卷製作方法 

• 5/03/2016: 大專院校運動會

• 5/10/2016: 抽樣與抽樣分配 

• 5/17/2016: 假設檢定 

• 5/24/2016: 平均數統計推論 

• 5/31/2016: 變異數分析 

• 6/07/2016: 迴歸分析 

• 6/14/2016: 資料視覺化呈現方法 

• 6/21/2016: 期末報告

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/

• How the U.S. and OPEC Drive Oil Prices

  • http://www.nytimes.com/interactive/2015/09/30/business/how-the-us-and-opec-drive-oil-prices.html?_r=0

• Here is Everyone Who Has Emigrated to the United States Since 1820

  • https://www.youtube.com/watch?v=fiPq7C06zjQ

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

• The best stats you’ve ever seen

  • http://www.ted.com/talks/hans_rosling_shows_the_best_stats_you_ve_ever_seen

• The beauty of data visualization

  • http://www.ted.com/talks/david_mccandless_the_beauty_of_data_visualization

• The good news of the decade? We're winning the war against child mortality

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

老師聯絡資訊

• nttu.chkao@gmail.com

• chkao@nttu.edu.tw

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

Office Hour (SEB 414)

• 星期一, 14:00-16:00

• 星期三, 14:00-16:00