Machine Learning for Structured Data

Machine Learning for Structured Data

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MLSD 01. Welcome & Intro

duration 12 minutes 29 seconds

MLSD 01. Welcome & Intro

MLSD 01. Welcome & Intro

From Vlad Niculae

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Machine Learning for Structured Data Lecture 01
MLSD 02.1: ML Recap: Linear

duration 32 minutes 43 seconds

MLSD 02.1: ML Recap: Linear

MLSD 02.1: ML Recap: Linear

From Vlad Niculae

0 likes 108 plays 0
Machine Learning for Structured Data
MLSD 02.2: ML Recap: Deep

duration 10 minutes 35 seconds

MLSD 02.2: ML Recap: Deep

MLSD 02.2: ML Recap: Deep

From Vlad Niculae

0 likes 63 plays 0
Machine Learning for Structured Data
MLSD 02.3: ML Recap: Tuning

duration 7 minutes 30 seconds

MLSD 02.3: ML Recap: Tuning

MLSD 02.3: ML Recap: Tuning

From Vlad Niculae

0 likes 55 plays 0
Machine Learning for Structured Data
MLSD 02.4: ML Recap: Baselines

duration 11 minutes 28 seconds

MLSD 02.4: ML Recap: Baselines

MLSD 02.4: ML Recap: Baselines

From Vlad Niculae

0 likes 51 plays 0
Machine Learning for Structured Data
MLSD 03.1: Features: Sequences

duration 14 minutes 54 seconds

MLSD 03.1: Features: Sequences

MLSD 03.1: Features: Sequences

From Vlad Niculae

0 likes 86 plays 0
Machine Learning for Structured Data
MLSD 03.2: Features: Graphs

duration 11 minutes 9 seconds

MLSD 03.2: Features: Graphs

MLSD 03.2: Features: Graphs

From Vlad Niculae

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Machine Learning for Structured Data
MLSD 03.3: Features: Images

duration 11 minutes 7 seconds

MLSD 03.3: Features: Images

MLSD 03.3: Features: Images

From Vlad Niculae

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Machine Learning for Structured Data
MLSD 04.1 - 04.2: Convolutions: 1d

duration 8 minutes 13 seconds

MLSD 04.1 - 04.2: Convolutions: 1d

MLSD 04.1 - 04.2: Convolutions: 1d

From Vlad Niculae

0 likes 86 plays 0
Machine Learning for Structured Data
MLSD 04.3: Convolutions: Discrete Data

duration 6 minutes 57 seconds

MLSD 04.3: Convolutions: Discrete Data

MLSD 04.3: Convolutions: Discrete Data

From Vlad Niculae

1 likes 68 plays 0
Machine Learning for Structured Data
MLSD 04.4: Convolutions: 2d

duration 5 minutes 24 seconds

MLSD 04.4: Convolutions: 2d

MLSD 04.4: Convolutions: 2d

From Vlad Niculae

0 likes 63 plays 0
Machine Learning for Structured Data
MLSD 05.1: Recurrent Neural Networks

duration 13 minutes 19 seconds

MLSD 05.1: Recurrent Neural Networks

MLSD 05.1: Recurrent Neural Networks

From Vlad Niculae

0 likes 82 plays 0
Machine Learning for Structured Data
MLSD 05.2: Graph Neural Networks

duration 13 minutes 37 seconds

MLSD 05.2: Graph Neural Networks

MLSD 05.2: Graph Neural Networks

From Vlad Niculae

0 likes 66 plays 0
Machine Learning for Structured Data
MLSD 06.1: Attention: Pooling

duration 6 minutes 26 seconds

MLSD 06.1: Attention: Pooling

MLSD 06.1: Attention: Pooling

From Vlad Niculae

0 likes 78 plays 0
Machine Learning for Structured Data
MLSD 06.2: Attention: Hierarchical

duration 2 minutes 18 seconds

MLSD 06.2: Attention: Hierarchical

MLSD 06.2: Attention: Hierarchical

From Vlad Niculae

0 likes 57 plays 0
Machine Learning for Structured Data

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