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[[https:// | [[https:// | ||
- | [[http:// | ||
- | ====== 討論方式 ====== | ||
- | *每週會開一頁Hackpad,讓大家可以共同編輯閱讀時想到的問題和解答。每週也會有一次討論會,由同學自願幫大家簡單介紹課程大綱和心得,同時帶大家檢討Hackpad未完成的問題。 | ||
- | *時間:每週一12: | ||
- | *地點:R301 | ||
- | [[https:// | ||
- | [[https:// | + | ====== 討論平台 ====== |
====== Schedule ====== | ====== 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)|| | ||
- | ^Topic | + | Structured CPDs (Week 2) |
- | |Introduction and Overview |(Week 1)|7-13|高瑞宗| | + | |
- | |Bayesian Network Fundamentals |(Week 1)|7-13|高瑞宗| | + | |
- | |Template Models |(Week 1)|7-13|高瑞宗| | + | |
- | |ML-class Octave Tutorial |(Week 1, Optional)|7-13|高瑞宗| | + | Inference: Belief Propagation, |
- | |Structured CPDs |(Week 2)|7-20 | 陳均豪 | + | |
- | |Markov Network Fundamentals | + | |
- | |Representation Wrapup: Knowledge Engineering| (Week 3)| 7-27| | | + | Inference: MAP Estimation, Part 1 (Week 4) |
- | |Inference: Belief Propagation, | + | |
- | |Inference: Belief Propagation, | + | |
- | |Inference: MAP Estimation, Part 1| (Week 4)|8-3|張舒凱| | + | Inference: Sampling Methods (Week 5) |
- | |Inference: MAP Estimation, Part 2| (Week 5)|8-10|林傳恩| | + | |
- | |Inference: Sampling Methods | + | |
- | |Inference: Temporal Models and Wrap-up|(Week 6)|8-17|張志宏 | + | |
- | |Decision Theory | + | ML-class Revision (Week 6, Optional) |
- | |ML-class Revision| (Week 6, Optional)|8-17|張志宏| | + | Learning: Overview (Week 6) |
- | |Learning: Overview | + | |
- | |Learning: Parameter Estimation in BNs| (Week 7)|8-24| | + | |
- | |Learning: Parameter Estimation in MNs|(Week 7)|8-24| | + | |
- | |Structure Learning| (Week 8)|8-31|馮銘漢| | + | |
- | |Learning With Incomplete Data| (Week 9)|9-7 |賴至得| | + | |
- | |Learning: Wrapup | + | |
- | |Summary| (Week 9)|9-7|賴至得| | + | |
+ | Learning: Wrapup (Week 9) | ||
+ | Summary (Week 9) | ||
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