====== Probabilistic Graphical Model ====== [[https://class.coursera.org/pgm-003/lecture|課程網站 : Probabilistic Graphical Model]] ====== 討論平台 ====== ====== Schedule ====== ^Topic^Week^Meeting Time^ |Introduction and Overview |(Week 1)| | |Bayesian Network Fundamentals |(Week 1)|| |Template Models |(Week 1)|| |ML-class Octave Tutorial |(Week 1, Optional)|| Structured CPDs (Week 2) Markov Network Fundamentals (Week 2) Representation Wrapup: Knowledge Engineering (Week 3) Inference: Belief Propagation, Part 1 (Week 3) Inference: Belief Propagation, Part 2 (Week 4) Inference: MAP Estimation, Part 1 (Week 4) Inference: MAP Estimation, Part 2 (Week 5) Inference: Sampling Methods (Week 5) Inference: Temporal Models and Wrap-up (Week 6) Decision Theory (Week 6) ML-class Revision (Week 6, Optional) Learning: Overview (Week 6) Learning: Parameter Estimation in BNs (Week 7) Learning: Parameter Estimation in MNs (Week 7) Structure Learning (Week 8) Learning With Incomplete Data (Week 9) Learning: Wrapup (Week 9) Summary (Week 9) ====== Team Leader ====== ^Name^Mail^ |張舒凱|b00902061@ntu.edu.tw| |高瑞宗|fredericstgo@gmail.com| ====== Team Member ====== ^Name^Mail^ |歐璨銘|b01902077@ntu.edu.tw| |張天慈|b02902091@ntu.edu.tw| |張志宏|b02902005@ntu.edu.tw| |曹爗文|b02902030@ntu.edu.tw| |朱瑤章|dswf65411@gmail.com| |吳岳樺|b02901078@ntu.edu.tw| |陳均豪|b99202064@ntu.edu.tw| |林傳恩|b01902033@ntu.edu.tw| |賴建霖|b00902093@ntu.edu.tw| |賴至得|b01902067@ntu.edu.tw| |馮銘漢|b00902001@ntu.edu.tw| |高瑞宗|fredericstgo@gmail.com| |張舒凱|b00902061@ntu.edu.tw| ====== Weekly Progress ====== *Week1 (7/6~7/12) -Group meeting -Coursera Progress :