Artificial Intelligence (AI) for TCM
Fall 2018, CSIE Room 4201, 9:00~12:00 Tuesday
Instructor: Kun-chan Lan
Objectives
Course Slides
•week 1 (9/11): Introduction
•week 2 (9/18): Tutorial for HW1
•week 3 (9/25): AI for TCM
•week 7 (10/23): Regression
•week 8 (10/30): Gradient Decent
•week 10 (11/13): Introduction to Deep Learning
•week 11 (11/20): Convolutional Neural Network (CNN)
•week 12 (11/27): Introduce to CNN
•week 13 (12/04): Tutorial for HW2
•week 14 (12/11): Introduce to RNN
•week 15 (12/18): Reinforcement learning & Unsupervised learning & Transfer learning
Course Video Link
•9/11: Introduction
•10/09: AI for TCM
•10/23: AI for TCM & Regression
•10/30: Regression
•11/13: Regression & Gradient Decent & Deep Learning
•11/20: Deep Learning
•11/27: CNN
•12/11: RNN
•12/18: Reinforcement learning & Unsupervised learning & Transfer learning
Scope
Announcement
Please join the course group for Line
Group Link:https://line.me/R/ti/g/s2Li-2qirE
QR code Link: Link
Please email your group members(name, ID) to TA before the end of this Friday
–Up to 3 members for each group
–Same group members for the project
Syllabus
Lecture Material
Complementary Materials
Text Book
Instructor
TA
Grading
•Grading criteria
Homework 1 : 5% for each herb recognized
Homework 2 : compute RMSE and correlation