Andreas Maier

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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
23JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Common Practices – Part 2
Hyperparameters and Ensembling 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: Common Practices – Part 2
22JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Common Practices – Part 1
Optimizers & Learning Rates 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: Common Practices – Part 1
21JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Regularization – Part 5
Multi-task 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 were performed. If […]
Read more about Lecture Notes in Deep Learning: Regularization – Part 5
20JUL 2020
Lecture Notes in Deep Learning
Lecture Notes in Deep Learning: Regularization – Part 4
Initialization & Transfer 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 were […]
Read more about Lecture Notes in Deep Learning: Regularization – Part 4