Channel: StatQuest with Josh Starmer

Category: Education

Tags: josh starmerpythondata sciencepytorchmachine learningstatquestneural networkstatistics

Description: PyTorch is one of the most popular tools for making Neural Networks. This StatQuest walks you through a simple example of how to use PyTorch one step at a time. By the end of this StatQuest, you'll know how to create a new neural network from scratch, make predictions and graph the output, and optimize a parameter using backpropagation. BAM!!! To learn more about Lightning: github.com/PyTorchLightning/pytorch-lightning To learn more about Grid: grid.ai The code demonstrated this video can be downloaded here: grid.ai/introduction-to-pytorch/?utm_source=youtube&utm_medium=video&utm_campaign=StatQuest+Intro+to+PyTorch+Tutorial This StatQuest assumes that you are already familiar with... Neural Networks: youtu.be/CqOfi41LfDw Backpropagation: youtu.be/IN2XmBhILt4 The ReLU Activation Function: youtu.be/68BZ5f7P94E Tensors: youtu.be/L35fFDpwIM4 To install PyTorch see: pytorch.org/get-started/locally To install matplotlib, see: matplotlib.org/stable/users/getting_started To install seaborn, see: seaborn.pydata.org/installing.html For a complete index of all the StatQuest videos, check out... app.learney.me/maps/StatQuest ...or... statquest.org/video-index If you'd like to support StatQuest, please consider... Buying The StatQuest Illustrated Guide to Machine Learning!!! PDF - statquest.gumroad.com/l/wvtmc Paperback - amazon.com/dp/B09ZCKR4H6 Kindle eBook - amazon.com/dp/B09ZG79HXC Patreon: patreon.com/statquest ...or... YouTube Membership: youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join ...a cool StatQuest t-shirt or sweatshirt: shop.spreadshirt.com/statquest-with-josh-starmer ...buying one or two of my songs (or go large and get a whole album!) joshuastarmer.bandcamp.com ...or just donating to StatQuest! paypal.me/statquest Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter: twitter.com/joshuastarmer 0:00 Awesome song and introduction 1:38 Coding preliminaries 2:15 Creating a neural network in PyTorch 7:54 Graphing the neural network's output 10:47 Optimizing a parameter with backpropagation #StatQuest #NeuralNetworks #PyTorch