wiki:team3
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| - | ====== 討論方式 | + | ====== 討論平台 |
| - | *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：12: | + | |
| - | *地點：R301 | + | |
| - | [[https:// | + | |
| ====== Schedule ====== | ====== Schedule ====== | ||
| ^Topic^Week^Meeting Time^ | ^Topic^Week^Meeting Time^ | ||
| - | |Introduction and Overview |(Week 1)|7-11 | | + | |Introduction and Overview |(Week 1)| | |
| - | |Bayesian Network Fundamentals |(Week 1)|:::| | + | |Bayesian Network Fundamentals |(Week 1)|| |
| - | |Template Models |(Week 1)|:::| | + | |Template Models |(Week 1)|| |
| - | |ML-class Octave Tutorial |(Week 1, Optional)|:::| | + | |ML-class Octave Tutorial |(Week 1, Optional)|| |
| - | |Structured CPDs |(Week 2)| | | + | |
| - | |Markov Network Fundamentals | + | |
| - | |Representation Wrapup: Knowledge Engineering| (Week 3)| | | + | Markov Network Fundamentals (Week 2) |
| - | |Inference: Belief Propagation, | + | |
| - | |Inference: Belief Propagation, | + | |
| - | |Inference: MAP Estimation, Part 1| (Week 4)| | | + | Inference: Belief Propagation, |
| - | |Inference: MAP Estimation, Part 2| (Week 5)| | | + | |
| - | |Inference: Sampling Methods | + | |
| - | |Inference: Temporal Models and Wrap-up|(Week 6)| | | + | Inference: MAP Estimation, Part 1 (Week 4) |
| - | |Decision Theory | + | |
| - | |ML-class Revision| (Week 6, Optional)| | | + | |
| - | |Learning: Overview | + | Inference: Sampling Methods (Week 5) |
| - | |Learning: Parameter Estimation in BNs| (Week 7)| | | + | |
| - | |Learning: Parameter Estimation in MNs|(Week 7)| | | + | |
| - | |Structure Learning| (Week 8)| | | + | Decision Theory (Week 6) |
| - | |Learning With Incomplete Data| (Week 9)| | | + | ML-class Revision (Week 6, Optional) |
| - | |Learning: Wrapup | + | Learning: Overview (Week 6) |
| - | |Summary| (Week 9)| | | + | |
| + | | ||
| + | Learning: Parameter Estimation in MNs (Week 7) | ||
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| + | Learning: Wrapup (Week 9) | ||
| + | Summary (Week 9) | ||
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wiki/team3.1751533034.txt.gz · Last modified: 2025/07/03 16:57 by 51.68.166.195
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