L15.5 Long Short-Term Memory @SebastianRaschka
L15.5 Long Short-Term Memory  @SebastianRaschka
Uploaded April 2021 | Updated September 2026, 2 weeks ago
Sebastian's books: sebastianraschka.com/books

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L15_intro-rnn__slides.pdf

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

Next video: youtu.be/TI4HRR3Hd9A

The complete playlist: youtube.com/playlist?list=PLTKMiZHVd_2KJtIXOW0zFhFfBaJJilH51

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

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L15.5 Long Short-Term MemoryDeveloping an LLM: Building, Training, FinetuningL6.5 A Closer Look at the PyTorch APIL10.5.4 Dropout in PyTorchL15.1: Different Methods for Working With Text Data13.2 Filter Methods for Feature Selection   Variance Threshold (L13: Feature Selection)LLM Building Blocks & Transformer AlternativesL19.3 RNNs with an Attention MechanismL8.9 Softmax Regression   Code Example Using PyTorchDeep Learning News #4, Feb 20 2021L18.2: The GAN Objective13.4.3 Feature Permutation Importance Code Examples (L13: Feature Selection)
Sebastian Raschka |

L15.5 Long Short-Term Memory

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