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[[https:// | [[https:// | ||
- | ====== 討論平台 | + | ====== 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:12: | ||
+ | *地點:R301 | ||
+ | [[https:// | ||
====== Schedule ====== | ====== Schedule ====== | ||
- | ^Topic^Week^Meeting Time^ | + | ^ Heading 1 |
- | |Introduction and Overview |(Week | + | | Row 1 Col 1 | this cell spans vertically |
- | |Bayesian Network Fundamentals |(Week | + | | Row 2 Col 1 | ::: | Row 2 Col 3 |
- | |Template Models |(Week | + | | Row 3 Col 1 | ::: |
- | |ML-class Octave Tutorial |(Week | + | |
- | Structured CPDs (Week 2) | + | ^Topic |
- | Markov Network Fundamentals (Week 2) | + | |Introduction and Overview |(Week 1)|7-11| |
- | + | |Bayesian Network Fundamentals |(Week 1)|::: | |
- | | + | |Template Models |(Week 1)|::: |
- | Inference: Belief Propagation, | + | |ML-class Octave Tutorial |(Week 1, Optional)|::: |
- | + | |Structured CPDs |(Week 2)| | | |
- | | + | |Markov Network Fundamentals |
- | Inference: MAP Estimation, Part 1 (Week 4) | + | |Representation Wrapup: Knowledge Engineering| (Week 3)| | |
- | + | |Inference: Belief Propagation, | |
- | | + | |Inference: Belief Propagation, |
- | Inference: Sampling Methods (Week 5) | + | |Inference: MAP Estimation, Part 1| (Week 4)| | |
- | + | |Inference: MAP Estimation, Part 2| (Week 5)| | | |
- | | + | |Inference: Sampling Methods |
- | Decision Theory (Week 6) | + | |Inference: Temporal Models and Wrap-up|(Week 6)| | |
- | ML-class Revision (Week 6, Optional) | + | |Decision Theory |
- | Learning: Overview (Week 6) | + | |ML-class Revision| (Week 6, Optional)| | |
- | + | |Learning: Overview | |
- | | + | |Learning: Parameter Estimation in BNs| (Week 7)| | |
- | Learning: Parameter Estimation in MNs (Week 7) | + | |Learning: Parameter Estimation in MNs|(Week 7)| | |
- | + | |Structure Learning| (Week 8)| | | |
- | | + | |Learning With Incomplete Data| (Week 9)| | |
- | + | |Learning: Wrapup | |
- | | + | |Summary| (Week 9)| | |
- | Learning: Wrapup (Week 9) | + | |
- | Summary (Week 9) | + | |
| | ||