Big Data and Business Analytics ¤j¼Æ¾Ú»P°Ó·~¤ÀªR 2021 Spring

• Announcement
• Class Information
• Requirement and Grading
• Schedule
• ¦¨ÁZ¬d¸ß

1. Announcement

• 2021/02/09 ¿ï­×»¡©ú§ó·s: ¥»½Òµ{¥Ñ¤uºÞ¨t(°Ó¬ã©Ò)©M¸êºÞ¨t(©Ò)¦X¶}¡A¬°°Ó·~¼Æ¾Ú¤ÀªR¦Ó³]­p¡A¤DºÞ²z¾Ç°|¯S¦â½Òµ{¡A¨Ã¬°³Ð·s³Ð·~¾Çµ{»{¦C¤§¿ï­×½Òµ{¡C½Òµ{¤º®e¥Hª÷¿Ä¤Î¹s°â¼Æ¾ÚÀ³¥Î¬°¥D¡A²[»\²Î­p¤ÀªR¡B¤å¦r±´°É¡B¾÷¾¹¾Ç²ßµ¥§Þ¥©¡A¤À¬°ª÷¿Ä¥«³õ¤Î¹q¤l°Ó°È¤G¤j±MÃD¹ê§@¡A­×½ÒªÌ³Ì¦n¨ã³Æ²Î­p¤Îµ{¦¡³]­p(¤£­­»y¨¥¡A¦pPython¡BR¡BJava)°ò¦¬°¨Î¡CµM¦Ó¦]±Ð«Ç®y¦ì¦³­­¡A¬°¨D±Ð¾Ç«~½è¡AÁ`­×½Ò¤H¼Æ¤W­­¬°130¤H¡C©ó²Ä¤@¦¸¤W½Ò¤¶²Ð½Òµ{«á¡A²{³õµn°O¨t©Ò¤Î¾Ç¸¹¨Ã¤Àµo§Ç¸¹(­­¥»¤H¨Ï¥Î)¡A­Y¶W¹L¤H¼Æ«h¥H©â¾Ç¥ÍÃҤ覡¶i¦æ¡C¤À¬°1.¤uºÞ¨t©Ò30¤H¡B2.¸êºÞ¨t©Ò30¤H¡B3.ºÞ°|¨ä¥L¤T¨t©Ò30¤H¡B4.¾Çµ{¦WÃB20¤H(ºÞ°|°Ó·~¼Æ¾Ú¤ÀªR·L¾Çµ{¡B·|¬ã©Ò°Ó·~´¼¼z»P¼Æ¾Ú¤ÀªR²Õ¡B¸gÀÙ¨t¸ó°ì±Mªø¿ï½Ò)¡B5.¨ä¥L¤£­­¨t©Ò20¤H¡C¶W¹L¥u¯àµn°O½u¤W®ÇÅ¥¡A½Òµ{¤º®e±N³°Äò©ó¤W½Ò«e¦bntu cool¤½¥¬¤U¸ü¡C

2. Class Information

• ½Òµ{½s¸¹: MBA5073 (741 U1200) / IM5047 (725 U3580)
• ¤W½Ò®É¶¡: ¬P´Á¤T 2,3,4 (9:10~12:10) ºÞ¤G206
• ±Â½Ò±Ð®v: ·¨¥ß°¶ ³Õ¤h (wyangntu.edu.tw)
• ½Òµ{§U±Ð: °ª©v¼Ý(r08725020ntu.edu.tw)¡B½²¨K­ì(d09725006ntu.edu.tw>)
• Office Hour: ½Ò«á¨Ì»Ý­n¦Ó©w

3. Requirement and Grading

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2. ¤F¸Ñ¦UºØ¤j¼Æ¾Ú»P°Ó·~¤ÀªR¨t²Î¤§¤º²[
3. ¤F¸Ñ¦p¦ó«Ø¸m¤j¼Æ¾Ú»P°Ó·~¤ÀªR¨t²Î¡A¥H¤Î»P¥ø·~¤§Ãö«Y
4. ¤F¸Ñ¼Æ¦ì®É¥N¤U³Ì·sªº¤j¼Æ¾Ú»P°Ó·~¤ÀªRijÃD

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1. ¥»¾Ç´Á±Ä¥Î¹êÅé¤Î½u¤W±Ð¾Ç²V¦X¡A½Ð¾\Ū§ë¼v¤ù(·f°t¸Ñ»¡)¡A¶i¦æ°Ýµª¡C
2. ¦Û¦æ¦w±Æ¤À²Õ°Q½×¤Î¹ê§@¡A¨C²Õ¦Ü¦h6¤H

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• §@·~¤Î¤¬°Êªí²{ (40%)
• ´Á¤¤³ø§i¤Î¤¬µû (30%)
• ´Á¥½³ø§i¤Î¤¬µû (30%)

4. Schedule

 

¶g¦¸	¥DÃD	§ë¼v¤ù
Week 01 (2021.02.24)	Introduction ½Òµ{¤Î­×½Ò»¡©ú	intro ©¹«á½Ð¦Üntu cool
Week 02 (2021.03.03) ¹êÅé½Ò	L1: Text mining	§@·~1
Week 03 (2021.03.10)	L2: Web mining
Week 04 (2021.03.17) ¹êÅé½Ò	L3: Classification	§@·~2
Week 05 (2021.03.24)	L3: Classification
Week 06 (2021.03.31)	L4: Clustering
Week 07 (2021.04.07) ¹êÅé½Ò	L5: Sequence Tagging	´Á¤¤±MÃD»¡©ú
Week 08 (2021.04.14)	L6: Language Processing
Week 09 (2021.04.21)	´Á¤¤¦Ò©P(¾\Ū¬ã²ß)
Week 10 (2021.04.28) ¹êÅé½Ò	´Á¤¤³ø§i
Week 11 (2021.05.05) ¹êÅé½Ò	E-Commerce Analytics (1)
Week 12 (2021.05.12) ¹êÅé½Ò	E-Commerce Analytics (2)	´Á¥½±MÃD»¡©ú
Week 13 (2021.05.19) ¹êÅé½Ò	E-Commerce Analytics (3)
Week 14 (2021.05.26)	¹ê²ß¬ã°Q
Week 15 (2021.06.02)	¹ê²ß¬ã°Q
Week 16 (2021.06.09)	¹ê²ß¬ã°Q
Week 17 (2021.06.16) ¹êÅé½Ò	´Á¥½³ø§i
Week 18 (2021.06.23)	´Á¥½¦Ò©P(¾\Ū¬ã²ß)

5. ¦¨ÁZ¬d¸ß

Last update: 2021 Feb.