L15.2 Sequence Modeling with RNNs @SebastianRaschka
L15.2 Sequence Modeling with RNNs  @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/Ed8GTvkzkZE

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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L15.2 Sequence Modeling with RNNsL18.6: A DCGAN for Generating Face Images in PyTorch   Code ExampleL7.0 GPU resources & Google ColabScaling PyTorch Model Training With Minimal Code ChangesL8.5 Logistic Regression in PyTorch   Code ExampleL14.1: Convolutions and Padding13.0 Introduction to Feature Selection (L13: Feature Selection)Build A Reasoning Model (From Scratch), Page 198L12.0: Improving Gradient Descent-based Optimization   Lecture OverviewL13.3 Convolutional Neural Network BasicsL8.3 Logistic Regression Loss Derivative and TrainingL12.6 Additional Topics and Research on Optimization Algorithms
Sebastian Raschka |

L15.2 Sequence Modeling with RNNs

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