강의목록 Help
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A. Introduction강의시간01:12
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B. Basic Machine Learning: Supervised Learning강의시간01:27:26
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Overview
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- 2021.01.23
- 좋아요
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강의시간12:09 -
Hypothesis Set
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- 2020.10.27
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강의시간12:48 -
Loss Function - Preview
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- 2020.10.27
- 좋아요
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강의시간01:32 -
Probability in 5 minutes
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- 2020.10.27
- 좋아요
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강의시간04:24 -
Loss Function
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- 2021.01.18
- 좋아요
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강의시간13:23 -
Optimization methods
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- 2020.10.27
- 좋아요
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강의시간10:48 -
Backpropagation
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- 2020.10.27
- 좋아요
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강의시간11:22 -
Gradient-Based Optimization
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- 2020.10.27
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강의시간09:25 -
Summary
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- 2020.10.27
- 좋아요
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강의시간02:03 -
Questions
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- 2020.10.27
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강의시간09:32
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C. Text Classification & Sentence Representation강의시간56:43
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Overview
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- 2020.10.15
- 좋아요
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강의시간02:06 -
How to represent sentence & token?
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- 2020.10.15
- 좋아요
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강의시간09:56 -
CBoW & RN & CNN
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- 2020.12.06
- 좋아요
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강의시간14:39 -
Self Attention & RNN
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- 2020.12.06
- 좋아요
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강의시간10:16 -
Summary
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- 2020.11.22
- 좋아요
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강의시간03:06 -
Questions
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- 2020.11.24
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강의시간16:40
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D. Neural Language Models강의시간01:14:07
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Overview: Language Modelling
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- 2020.11.26
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강의시간02:41 -
Autoregressive language modelling
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- 2020.05.13
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강의시간06:28 -
N-Gram Language Models
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- 2020.05.13
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강의시간15:26 -
Neural N-Gram Language Model
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- 2020.11.29
- 좋아요
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강의시간16:54 -
Long Term Dependency
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- 2020.05.13
- 좋아요
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강의시간18:07 -
Summary
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- 2020.04.09
- 좋아요
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강의시간01:43 -
Questions
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- 2020.05.13
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강의시간12:48
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E. Neural Machine Translation강의시간52:15
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F. Case Study강의시간01:24:54
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Learning to Describe Multimedia
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- 2021.01.12
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강의시간15:11 -
Fully Character-Level Machine Translation
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- 2020.09.12
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강의시간19:01 -
Meta-Learning of Low-Resource Neural Machine Translation
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- 2021.01.13
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강의시간15:27 -
Real-Time Translation Learning to Decode
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- 2021.01.13
- 좋아요
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강의시간23:35 -
Questions
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- 2020.09.21
- 좋아요
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강의시간11:40
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G. Finishing the lecture강의시간02:24
Coming soon.