SOBRE ESTE EPISÓDIO
Deep Learning - Introduction Part 2
This video introduces the topic of Deep Learning by showing several well-known examples from FAU.
Video References:
Lex Fridman's Channel
Car Scene
Mitotic Dataset
Further Reading
A gentle Introduction to Deep Learning
This video introduces the topic of Deep Learning by showing several well-known examples from FAU.
Video References:
Lex Fridman's Channel
Car Scene
Mitotic Dataset
Further Reading
A gentle Introduction to Deep Learning
Inglês
Estados Unidos da América
TRANSCRIÇÃO 🔗
Are you the producer of this podcast?
Add a podcast transcript
Need Audio-to-Text?
Transcribe with Listen411 in Just 60 Seconds
PESQUISAR EPISÓDIOS PASSADOS
Pesquisar episódios anteriores de Deep Learning.
OUTROS EPISÓDIOS NESTE PODCAST
<p>Deep Learning - Regularization Part 2</p>
<p>This video discusses classical regularization techniques such as early stopping using a validation set, augmentation, and maximum a-posteriori methods that expand the loss function using a regularization term.</p>
<p>Vi…
<p>Deep Learning - Regularization Part 5</p>
<p>This video discusses multi-task learning.</p>
<p>Video References:<br />
<a href="https://www.youtube.com/channel/UCSHZKyawb77ixDdsGog4iWA">Lex Fridman's Channel</a></p>
<p>Further…
<p>Deep Learning - Regularization Part 3</p>
<p>This video discusses normalization such as batch normalization and self normalizing units and explains the concepts of drop-out and drop-connect</p>
<p>Video References:<br />
<a href="https://www.youtube.com/c…
<p>Deep Learning - Regularization Part 4</p>
<p>This video discusses initialization techniques and transfer learning.</p>
<p>Video References:<br />
<a href="https://www.youtube.com/channel/UCSHZKyawb77ixDdsGog4iWA">Lex Fridman's Channel</a>…
<p>Deep Learning - Common Practices Part 1</p>
<p>This video discusses the use of validation data and how to choose optimizers, monitor weights, and set learning rates including their annealing.</p>
<p>Video References:<br />
<a href="https://www.youtube.com…
Aviso: O podcast e a arte incorporada nesta página são de Prof. Dr.-Ing. Andreas Maier, que é propriedade de seu proprietário e não é afiliado ou endossado por Listen Notes, Inc.
EDITAR
Obrigado por ajudar a manter a base de dados dos podcasts atualizada.
