Lecture Notes in Deep Learning

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

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11JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Loss and Optimization – Part 2
Do SVMs beat Deep Learning? 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 […]
Read more about Lecture Notes in Deep Learning: Loss and Optimization – Part 2
10JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Loss and Optimization – Part 1
Classification and Regression Losses 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: Loss and Optimization – Part 1
09JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Feedforward Networks – Part 4
Layer Abstraction 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: Feedforward Networks – Part 4
08JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Feedforward Networks – Part 3
The Backpropagation Algorithm 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. […]
Read more about Lecture Notes in Deep Learning: Feedforward Networks – Part 3
07JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Feedforward Networks – Part 2
How can Networks actually be trained? 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: Feedforward Networks – Part 2
06JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Feedforward Networks – Part 1
Why do we need Deep Learning? 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: Feedforward Networks – Part 1