Neural Networks / Deep Learning

This playlist has everything you need to know about Neural Networks, from the basics to the state of the art with Transformers, the foundation of ChatGPT.

Curated by: StatQuest with Josh Starmer (33 videos)


Currently Playing: Neural Networks Pt. 4: Multiple Inputs and Outputs

So far, this series has explained how very simple Neural Networks, with only 1 input and 1 output, function. This video shows how these exact same concepts generalize to multiple inputs and outputs and provides a context within we can discuss SoftMax and ArgMax for modifying the output data. NOTE: This StatQuest assumes you already know... The main ideas behind Neural Networks: https://youtu.be/CqOfi41LfDw The ReLU Activation Function: https://youtu.be/68BZ5f7P94E For a complete index of all the StatQuest videos, check out: https://statquest.org/video-index/ If you'd like to support StatQuest, please consider... Patreon: https://www.patreon.com/statquest ...or... YouTube Membership: https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join ...buying one of my books, a study guide, a t-shirt or hoodie, or a song from the StatQuest store... https://statquest.org/statquest-store/ ...or just donating to StatQuest! https://www.paypal.me/statquest Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter: https://twitter.com/joshuastarmer 0:00 Awesome song and introduction 2:07 Multiple inputs and outputs 3:57 The blue bent surface for Setosa 6:28 The orange bent surface for Setosa 6:52 The green crinkled surface for Setosa 8:42 Predicting Setosa 9:42 Versicolor 11:11 Virginica #StatQuest #NeuralNetworks


Tracks in this Playlist