AI and Business Analytics ¤H¤u´¼¼z»P°Ó·~¤ÀªR 2025 Spring

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

1. Announcement

• 2025/01/23 ¿ï­×»¡©ú: ¥»½Òµ{¥H¥x¤jºÞ°|¯S¦â½Òµ{¡u¤j¼Æ¾Ú»P°Ó·~¤ÀªR¡v¬°°ò¦¡A½Õ¾ã«á²Å¦X¦P¾Ç©Ò»Ý¡C½Òµ{¤º®e¥H°Ó·~¼Æ¾Ú¤ÀªR¬°¥D¶b¡A¥]¬Aª÷¿Ä¤Î¹s°â¼Æ¾ÚÀ³¥Î¡A²[»\²Î­p¤ÀªR¡B¤å¦r±´°É¡B¾÷¾¹¾Ç²ßµ¥§Þ¥©¡A¤À¬°ª÷¿Ä¥«³õ¤Î¹q¤l°Ó°È¤G¤j±MÃD¹ê§@¡A­×½ÒªÌ­Y¯à¨ã³Æ²Î­p¤Îµ{¦¡³]­p(¤£­­»y¨¥¡A¦pPython¡BR¡BJava)°ò¦¬°¨Î¡C¬°¨D±Ð¾Ç«~½è¡A³]¦³­×½Ò¤H¼Æ¤W­­¡C±Ä¥Î½u¤W½Òµ{¤Î¹êÅé²V¦X±Ð¾Ç¡A½Òµ{¤º®e±N³°Äò©ó¤W½Ò«e¤½¥¬¤U¸ü¡C

2. Class Information

• ½Òµ{½s¸¹: MI5133701
• ¤W½Ò®É¶¡: M6,M7,M8 (¬P´Á¤@ 13:20-16:20) TR515
• ±Â½Ò±Ð®v: ·¨¥ß°¶ ³Õ¤h (wyang@ntu.edu.tw)
• ½Òµ{§U±Ð: ¸êºÞ©Ò³\·ç§»(juihung.daniel.hsu0910@gmail.com)¡B«Ø¿v¥|¬Iµ½Ä¶(shanyishih431@gmail.com)
• Office Hour: ½Ò«á¨Ì»Ý­n¦Ó©w (¥i©M¦Ñ®v¬ù½u¤W®É¶¡)

3. Requirement and Grading

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• ´Á¤¤³ø§i¤Î¤¬µû (30%)
• ´Á¥½³ø§i¤Î¤¬µû (30%)

4. Schedule

 

¶g¦¸	¥DÃD	§ë¼v¤ù
Week 01 (2025.02.17) ¹êÅé	Introduction ½Òµ{¤Î­×½Ò»¡©ú	²¤¶ ¤§«á½Ð¦Ümoodle2
Week 02 (2025.02.24) ½u¤W	L1: Text mining	§@·~1
Week 03 (2025.03.03) ½u¤W	L2: Web mining
Week 04 (2025.03.10) ¹êÅé	L3: Classification
Week 05 (2025.03.17) ½u¤W	L4: Clustering
Week 06 (2025.03.24) ¹êÅé	´Á¤¤±MÃD»¡©ú	§@·~2
Week 07 (2025.03.31) ½u¤W	½u¤W·|ij°Q½× ¹ê²ß/L5: Sequence Tagging
Week 08 (2025.04.07) ½u¤W	L6: Language Processing
Week 09 (2025.04.14) ½u¤W	Special Issue: Gen AI & applications
Week 10 (2025.04.21) ¹êÅé	´Á¤¤³ø§i
Week 11 (2025.04.28) ¹êÅé	E-Commerce Analytics (1)
Week 12 (2025.05.05) ½u¤W	E-Commerce Analytics (2)	´Á¥½±MÃD»¡©ú / ´£Proposal
Week 13 (2025.05.12) ½u¤W	Special Issue: Social Data Analytics
Week 14 (2025.05.19) ¹êÅé	´Á¥½Proposal/°Q½×¦^õX
Week 15 (2025.05.26) ½u¤W	E-Commerce Analytics (3)
Week 16 (2025.06.02) ¹êÅé	´Á¥½³ø§i

5. ¦¨ÁZ¬d¸ß

Last update: 2025 Feb.