Pass conditionGrade：60 Fraction
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Environment Setup
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Python
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Machine learning theory
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Classification
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Where does the error come
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Deep Learning
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Backpropagation
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HW1
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Pytorch
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CNN
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Tips for taining DNN
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Transfer
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Self-supervised Learning
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GAN
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HW2
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Final Presentation
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Word Embedding
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Seq2Seq
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Self-attention
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Attack and Defense
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Explainable AI
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Anomaly detection
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Meta-learning
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HW3
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Famous CNN Model
- Course Introduction
- Course Plan
- 評論
