Machine Learning for Structured Data

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MLSD 01. Welcome & Intro 1 of 15

duration 12 minutes 29 seconds

MLSD 01. Welcome & Intro

MLSD 01. Welcome & Intro

Machine Learning for Structured Data Lecture 01

From Vlad Niculae October 24th, 2023

0 likes 136 plays 0
MLSD 02.1: ML Recap: Linear 2 of 15

duration 32 minutes 43 seconds

MLSD 02.1: ML Recap: Linear

MLSD 02.1: ML Recap: Linear

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 153 plays 0
MLSD 02.2: ML Recap: Deep 3 of 15

duration 10 minutes 35 seconds

MLSD 02.2: ML Recap: Deep

MLSD 02.2: ML Recap: Deep

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 90 plays 0
MLSD 02.3: ML Recap: Tuning 4 of 15

duration 7 minutes 30 seconds

MLSD 02.3: ML Recap: Tuning

MLSD 02.3: ML Recap: Tuning

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 84 plays 0
MLSD 02.4: ML Recap: Baselines 5 of 15

duration 11 minutes 28 seconds

MLSD 02.4: ML Recap: Baselines

MLSD 02.4: ML Recap: Baselines

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 77 plays 0
MLSD 03.1: Features: Sequences 6 of 15

duration 14 minutes 54 seconds

MLSD 03.1: Features: Sequences

MLSD 03.1: Features: Sequences

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 113 plays 0
MLSD 03.2: Features: Graphs 7 of 15

duration 11 minutes 9 seconds

MLSD 03.2: Features: Graphs

MLSD 03.2: Features: Graphs

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 103 plays 0
MLSD 03.3: Features: Images 8 of 15

duration 11 minutes 7 seconds

MLSD 03.3: Features: Images

MLSD 03.3: Features: Images

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 93 plays 0
MLSD 04.1 - 04.2: Convolutions: 1d 9 of 15

duration 8 minutes 13 seconds

MLSD 04.1 - 04.2: Convolutions: 1d

MLSD 04.1 - 04.2: Convolutions: 1d

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 118 plays 0
MLSD 04.3: Convolutions: Discrete Data 10 of 15

duration 6 minutes 57 seconds

MLSD 04.3: Convolutions: Discrete Data

MLSD 04.3: Convolutions: Discrete Data

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

2 likes 100 plays 0
MLSD 04.4: Convolutions: 2d 11 of 15

duration 5 minutes 24 seconds

MLSD 04.4: Convolutions: 2d

MLSD 04.4: Convolutions: 2d

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 90 plays 0
MLSD 05.1: Recurrent Neural Networks 12 of 15

duration 13 minutes 19 seconds

MLSD 05.1: Recurrent Neural Networks

MLSD 05.1: Recurrent Neural Networks

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 125 plays 0
MLSD 05.2: Graph Neural Networks 13 of 15

duration 13 minutes 37 seconds

MLSD 05.2: Graph Neural Networks

MLSD 05.2: Graph Neural Networks

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

1 likes 103 plays 0
MLSD 06.1: Attention: Pooling 14 of 15

duration 6 minutes 26 seconds

MLSD 06.1: Attention: Pooling

MLSD 06.1: Attention: Pooling

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 115 plays 0
MLSD 06.2: Attention: Hierarchical 15 of 15

duration 2 minutes 18 seconds

MLSD 06.2: Attention: Hierarchical

MLSD 06.2: Attention: Hierarchical

Machine Learning for Structured Data

From Vlad Niculae October 24th, 2023

0 likes 91 plays 0

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