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====== 討論方式 ====== | ====== 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。 | *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:每週一12:00~14:00 | + | *時間:12: |
*地點:R301 | *地點:R301 | ||
[[https:// | [[https:// | ||
====== Schedule ====== | ====== Schedule ====== | ||
+ | ^ Heading 1 ^ Heading 2 ^ Heading 3 ^ | ||
+ | | Row 1 Col 1 | this cell spans vertically | Row 1 Col 3 | | ||
+ | | Row 2 Col 1 | ::: | Row 2 Col 3 | | ||
+ | | Row 3 Col 1 | ::: | Row 2 Col 3 | | ||
- | ^Topic | + | ^Topic |
- | |Introduction and Overview |(Week 1)|7-11| | + | |Introduction and Overview |(Week 1)|7-11| |
- | |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)| | | + | |Structured CPDs |(Week 2)| | |
- | |Markov Network Fundamentals |(Week 2)| | | | + | |Markov Network Fundamentals |(Week 2)| | |
- | |Representation Wrapup: Knowledge Engineering| (Week 3)| | | | + | |Representation Wrapup: Knowledge Engineering| (Week 3)| | |
- | |Inference: Belief Propagation, | + | |Inference: Belief Propagation, |
- | |Inference: Belief Propagation, | + | |Inference: Belief Propagation, |
- | |Inference: MAP Estimation, Part 1| (Week 4)| | | + | |Inference: MAP Estimation, Part 1| (Week 4)| | |
- | |Inference: MAP Estimation, Part 2| (Week 5)| | | + | |Inference: MAP Estimation, Part 2| (Week 5)| | |
- | |Inference: Sampling Methods |(Week 5)| | | + | |Inference: Sampling Methods |(Week 5)| | |
- | |Inference: Temporal Models and Wrap-up|(Week 6)| | | + | |Inference: Temporal Models and Wrap-up|(Week 6)| | |
- | |Decision Theory |(Week 6)| | | + | |Decision Theory |(Week 6)| | |
- | |ML-class Revision| (Week 6, Optional)| | + | |ML-class Revision| (Week 6, Optional)| | |
- | |Learning: Overview |(Week 6)| | | + | |Learning: Overview |(Week 6)| | |
- | |Learning: Parameter Estimation in BNs| (Week 7)| | | + | |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)| | | + | |Structure Learning| (Week 8)| | |
- | |Learning With Incomplete Data| (Week 9)| | | + | |Learning With Incomplete Data| (Week 9)| | |
- | |Learning: Wrapup |(Week 9)| | | + | |Learning: Wrapup |(Week 9)| | |
- | |Summary| (Week 9)| | | + | |Summary| (Week 9)| | |
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