L13.8 What a CNN Can See @SebastianRaschka
L13.8 What a CNN Can See  @SebastianRaschka
Uploaded March 2021 | Updated September 2026, 1 week ago
Sebastian's books: sebastianraschka.com/books

Slides: sebastianraschka.com/pdf/lecture-notes/stat453ss21/L13_intro-cnn__slides.pdf

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

Next video: youtu.be/ye5k82FQC7I

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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L13.8 What a CNN Can SeeUnderstanding PyTorch BuffersL14.3.1.2 VGG16 in PyTorch   Code ExampleL1.6 About the Practical Aspects and Tools Used in This CourseL9.5.1 Cats & Dogs and Custom Data LoadersL11.5 Weight Initialization   Why Do We Care?L11.6 Xavier Glorot and Kaiming He Initialization13.4.1 Recursive Feature Elimination (L13: Feature Selection)L14.2: Spatial Dropout and BatchNormL15.6 RNNs for Classification: A Many-to-One Word RNNL2.4 The Deep Learning Hardware & Software LandscapeWhat I Learned From Implementing LLM Architectures From Scratch (And How to Get Started)
Sebastian Raschka |

L13.8 What a CNN Can See

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