L19.1 Sequence Generation with Word and Character RNNs @SebastianRaschka
L19.1 Sequence Generation with Word and Character RNNs  @SebastianRaschka
Uploaded April 2021 | Updated September 2026, 2 weeks ago
Sebastian's books: sebastianraschka.com/books

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L19_seq2seq_rnn-transformers__slides.pdf

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This video is part of my Introduction of Deep Learning course.

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A handy overview page with links to the materials: sebastianraschka.com/blog/2021/dl-course.html

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L19.1 Sequence Generation with Word and Character RNNsL12.3 SGD with MomentumL2.1 Artificial NeuronsFinetuning Open-Source LLMsL9.4 Overfitting and UnderfittingL9.5.2 Custom DataLoaders in PyTorch  Code Example13.1 The Different Categories of Feature Selection (L13: Feature Selection)L13.0 Introduction to Convolutional Networks   Lecture OverviewL19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART   OverviewL5.7 Training an Adaptive Linear Neuron (Adaline)L19.4.1 Using Attention Without the RNN   A Basic Form of Self-AttentionL8.4 Logits and Cross Entropy
Sebastian Raschka |

L19.1 Sequence Generation with Word and Character RNNs

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