網頁爬蟲入門 Python web crawler at 淡江大學 20170930Tim Hong
Python crawler, web spider by python
In this tutorial, we will learn how to use basic python language to write a sample script, and 2 sample crawler by using library like "Requests","Beautiful soup" and pandas
淡江大學 基礎爬蟲課程
鄭世昐/未來城市的任意門 (Mobility on Demand for Future Cities)台灣資料科學年會
Shih-Fen Cheng is Associate Professor of Information Systems and Deputy Director of the Fujitsu-SMU Urban Computing and Engineering Corp Lab at the Singapore Management University. He received his Ph.D. degree in industrial and operations engineering from the University of Michigan, Ann Arbor, and B.S.E. degree in mechanical engineering from the National Taiwan University.
His research focuses on the modeling and optimization of complex systems in engineering and business domains. He is particularly interested in the application areas of transportation, computational markets, and human decision-making. He is a member of INFORMS, AAAI, and IEEE, and serves as Area Editor for Electronic Commerce Research and Applications.
網頁爬蟲入門 Python web crawler at 淡江大學 20170930Tim Hong
Python crawler, web spider by python
In this tutorial, we will learn how to use basic python language to write a sample script, and 2 sample crawler by using library like "Requests","Beautiful soup" and pandas
淡江大學 基礎爬蟲課程
鄭世昐/未來城市的任意門 (Mobility on Demand for Future Cities)台灣資料科學年會
Shih-Fen Cheng is Associate Professor of Information Systems and Deputy Director of the Fujitsu-SMU Urban Computing and Engineering Corp Lab at the Singapore Management University. He received his Ph.D. degree in industrial and operations engineering from the University of Michigan, Ann Arbor, and B.S.E. degree in mechanical engineering from the National Taiwan University.
His research focuses on the modeling and optimization of complex systems in engineering and business domains. He is particularly interested in the application areas of transportation, computational markets, and human decision-making. He is a member of INFORMS, AAAI, and IEEE, and serves as Area Editor for Electronic Commerce Research and Applications.
Polong Lin(林伯龍)/how to approach data science problems from start to end台灣資料科學年會
Polong Lin is a Data Scientist at IBM. He is a regular speaker on data science and develops content for free data education on bigdatauniversity.com using open data tools on datascientistworkbench.com. Polong earned his M.Sc. at the Univ. of Tsukuba.
謝宗震 ,DSP 智庫驅動資料科學家,清華統計博士,對於統計方法與工具的推廣具有極大的熱忱,期望利用統計思維及分析工具幫助各個領域解決問題。輔導超過 300 位政府、企業、非營利組織人士成為資料分析人才。 Data for Social Good (D4SG) 計畫共同發起人,打造一個「資料力,做公益」的交流與媒合平台。
江振宇/It's Not What You Say: It's How You Say It!台灣資料科學年會
Chen-Yu Chiang was born in Taipei, Taiwan, in 1980. He received the B.S., M.S., Ph.D. degrees in communication engineering from National Chiao Tung University (NCTU), Hsinchu, Taiwan, in 2002, 2004, and 2009, respectively. In 2009, he was a Postdoctoral Fellow at the Department of Electrical Engineering, NCTU, where he primarily worked on prosody modeling for automatic speech recognition and text-to-speech system, under the guidance of Prof. Sin-Horng Chen. In 2012, he was a Visiting Scholar at the Center for Signal and Image Processing (CSIP), Georgia Institute of Technology, Atlanta. Currently he is the director of the Speech and Multimedia Signal Processing Lab and an assistant professor at the Department of Communication Engineering, National Taipei University. His main research interests are in speech processing, in particular prosody modeling, automatic speech recognition and text-to-speech systems.
Yi-Hsuan Yang is an Associate Research Fellow with Academia Sinica. He received his Ph.D. degree in Communication Engineering from National Taiwan University in 2010, and became an Assistant Research Fellow in Academia Sinica in 2011. He is also an Adjunct Associate Professor with the National Tsing Hua University, Taiwan. His research interests include music information retrieval, machine learning and affective computing. Dr. Yang was a recipient of the 2011 IEEE Signal Processing Society (SPS) Young Author Best Paper Award, the 2012 ACM Multimedia Grand Challenge First Prize, and the 2014 Ta-You Wu Memorial Research Award of the Ministry of Science and Technology, Taiwan. He is an author of the book Music Emotion Recognition (CRC Press 2011) and a tutorial speaker on music affect recognition in the International Society for Music Information Retrieval Conference (ISMIR 2012). In 2014, he served as a Technical Program Co-chair of ISMIR, and a Guest Editor of the IEEE Transactions on Affective Computing and the ACM Transactions on Intelligent Systems and Technology.
Jane Hsu is a professor and department chair of Computer Science and Information Engineering at National Taiwan University. Her research interests include multi-agent systems, intelligent data analysis, commonsense knowledge, and context-aware computing. Prof. Hsu is the director of the Intel-NTU Connected Context Computing Center, featuring global research collaboration among NTU, Intel, and the National Science Council of Taiwan. She serves on the editorial board of Journal of Information Science and Engineering (2010-), International Journal of Service Oriented Computing and Applications (Springer, 2007-2009) and Intelligent Data Analysis (Elsevier/IOS Press, 1997-2002). She is actively involved in many key international AI conferences as organizers and members of the program committee. In addition to serving as the President of Taiwanese Association for Artificial Intelligence (2013-2014), Prof. Hsu has been a member of AAAI, IEEE, ACM, Phi Tau Phi, and an executive committee member of the IEEE Technical Committee on E-Commerce (2000) and TAAI (2004-current).
Polong Lin(林伯龍)/how to approach data science problems from start to end台灣資料科學年會
Polong Lin is a Data Scientist at IBM. He is a regular speaker on data science and develops content for free data education on bigdatauniversity.com using open data tools on datascientistworkbench.com. Polong earned his M.Sc. at the Univ. of Tsukuba.
謝宗震 ,DSP 智庫驅動資料科學家,清華統計博士,對於統計方法與工具的推廣具有極大的熱忱,期望利用統計思維及分析工具幫助各個領域解決問題。輔導超過 300 位政府、企業、非營利組織人士成為資料分析人才。 Data for Social Good (D4SG) 計畫共同發起人,打造一個「資料力,做公益」的交流與媒合平台。
江振宇/It's Not What You Say: It's How You Say It!台灣資料科學年會
Chen-Yu Chiang was born in Taipei, Taiwan, in 1980. He received the B.S., M.S., Ph.D. degrees in communication engineering from National Chiao Tung University (NCTU), Hsinchu, Taiwan, in 2002, 2004, and 2009, respectively. In 2009, he was a Postdoctoral Fellow at the Department of Electrical Engineering, NCTU, where he primarily worked on prosody modeling for automatic speech recognition and text-to-speech system, under the guidance of Prof. Sin-Horng Chen. In 2012, he was a Visiting Scholar at the Center for Signal and Image Processing (CSIP), Georgia Institute of Technology, Atlanta. Currently he is the director of the Speech and Multimedia Signal Processing Lab and an assistant professor at the Department of Communication Engineering, National Taipei University. His main research interests are in speech processing, in particular prosody modeling, automatic speech recognition and text-to-speech systems.
Yi-Hsuan Yang is an Associate Research Fellow with Academia Sinica. He received his Ph.D. degree in Communication Engineering from National Taiwan University in 2010, and became an Assistant Research Fellow in Academia Sinica in 2011. He is also an Adjunct Associate Professor with the National Tsing Hua University, Taiwan. His research interests include music information retrieval, machine learning and affective computing. Dr. Yang was a recipient of the 2011 IEEE Signal Processing Society (SPS) Young Author Best Paper Award, the 2012 ACM Multimedia Grand Challenge First Prize, and the 2014 Ta-You Wu Memorial Research Award of the Ministry of Science and Technology, Taiwan. He is an author of the book Music Emotion Recognition (CRC Press 2011) and a tutorial speaker on music affect recognition in the International Society for Music Information Retrieval Conference (ISMIR 2012). In 2014, he served as a Technical Program Co-chair of ISMIR, and a Guest Editor of the IEEE Transactions on Affective Computing and the ACM Transactions on Intelligent Systems and Technology.
Jane Hsu is a professor and department chair of Computer Science and Information Engineering at National Taiwan University. Her research interests include multi-agent systems, intelligent data analysis, commonsense knowledge, and context-aware computing. Prof. Hsu is the director of the Intel-NTU Connected Context Computing Center, featuring global research collaboration among NTU, Intel, and the National Science Council of Taiwan. She serves on the editorial board of Journal of Information Science and Engineering (2010-), International Journal of Service Oriented Computing and Applications (Springer, 2007-2009) and Intelligent Data Analysis (Elsevier/IOS Press, 1997-2002). She is actively involved in many key international AI conferences as organizers and members of the program committee. In addition to serving as the President of Taiwanese Association for Artificial Intelligence (2013-2014), Prof. Hsu has been a member of AAAI, IEEE, ACM, Phi Tau Phi, and an executive committee member of the IEEE Technical Committee on E-Commerce (2000) and TAAI (2004-current).
4. 3 Points
Datafication (資料化)
氣喘用的藥用吸入器
Data re-targeting and re-use (資料重用)
SWIFT 全球銀行電匯系統
商店監視器
史實 + 學籍記錄
Data integration (異質性資料結合)
便利商店補貨記錄 + 天氣
就診記錄 + Twitter
手機訊號 + 病例通報
5.
6. Hope you are already addicted XD
“Using R is a bit akin to smoking. The beginning is difficult, one may get headaches and even gag the first few times. But in the long run,it becomes pleasurable and even addictive. Yet, deep down, for those willing to be honest, there is something not fully healthy in it.” --Francois Pinard
R