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李宏毅机器学习2019(国语)

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2019-03-17 17:36:32

【李宏毅机器学习2019(国语)】“Machine Learning (Hung-yi Lee, 2019)” by 李宏毅 http://t.cn/Exykrk9 video:http://t.cn/ExykrkC

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The Next Step for Machine Learning

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Anomaly Detection (1:7)

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Anomaly Detection (2:7)

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Anomaly Detection (3:7)

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Anomaly Detection (4:7)

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Anomaly Detection (5:7)

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Anomaly Detection (6:7)

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Anomaly Detection (7:7)

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Attack ML Models (1:8)

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Attack ML Models (2:8)

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Attack ML Models (3:8)

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Attack ML Models (4:8)

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Attack ML Models (5:8)

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Attack ML Models (6:8)

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Attack ML Models (7:8)

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Attack ML Models (8:8)

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Explainable ML (1:8)

13:51

Explainable ML (2:8)

14:08

Explainable ML (3:8)

06:08

Explainable ML (4:8)

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Explainable ML (5:8)

08:13

Explainable ML (6:8)

07:27

Explainable ML (7:8)

08:03

Explainable ML (8:8)

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Life Long Learning (1:7)

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Life Long Learning (2:7)

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Life Long Learning (3:7)

12:04

Life Long Learning (4:7)

04:40

Life Long Learning (5:7)

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Life Long Learning (6:7)

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Life Long Learning (7:7)

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Meta Learning - MAML (1:9)

07:41

Meta Learning - MAML (2:9)

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Meta Learning - MAML (3:9)

10:21

Meta Learning - MAML (4:9)

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Meta Learning - MAML (5:9)

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Meta Learning - MAML (6:9)

06:33

Meta Learning - MAML (7:9)

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Meta Learning - MAML (8:9)

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Meta Learning - MAML (9:9)

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Meta Learning - Gradient Descent as LSTM (1:3)

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Meta Learning - Gradient Descent as LSTM (2:3)

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Meta Learning - Gradient Descent as LSTM (3:3)

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Meta Learning – Metric-based (1:3)

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Meta Learning – Metric-based (2:3)

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Meta Learning – Metric-based (3:3)

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Meta Learning - Train+Test as RNN

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More about Auto-encoder (1:4)

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More about Auto-encoder (2:4)

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More about Auto-encoder (3:4)

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More about Auto-encoder (4:4)

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Network Compression (1_6)

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Network Compression (2_6)

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Network Compression (3_6)

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Network Compression (4_6)

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Network Compression (5_6)

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Network Compression (6_6)

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GAN (Quick Review)

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Flow-based Generative Model

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Transformer

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ELMO, BERT, GPT

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