Lecture Notes in Deep Learning

Browse all posts in the Lecture Notes in Deep Learning category.

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29JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Architectures – Part 4
The Rise of the Residual Connections These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual […]
Read more about Lecture Notes in Deep Learning: Architectures – Part 4
28JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Architectures – Part 3
Residual Networks These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. If […]
Read more about Lecture Notes in Deep Learning: Architectures – Part 3
27JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Architectures – Part 2
Deeper Architectures These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. If […]
Read more about Lecture Notes in Deep Learning: Architectures – Part 2
26JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Architectures – Part 1
From LeNet to GoogLeNet These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were […]
Read more about Lecture Notes in Deep Learning: Architectures – Part 1
25JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Common Practices – Part 4
Performance Evaluation These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. If […]
Read more about Lecture Notes in Deep Learning: Common Practices – Part 4
24JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Common Practices – Part 3
Class Imbalance These are the lecture notes for FAU’s YouTube Lecture “Deep Learning“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. If […]
Read more about Lecture Notes in Deep Learning: Common Practices – Part 3