Learn PyTorch in 5 Projects – Tutorial

Subscribers:
10,900,000
Published on ● Video Link: https://www.youtube.com/watch?v=E0bwEAWmVEM



Duration: 0:00
43,546 views
1,580


Learn PyTorch and PyTorch Syntax from ‪@OmarMAtef‬. This course walks through five hands-on exercises designed to help you understand and apply PyTorch syntax in real-world tasks. It starts with tabular data classification, then moves on to image classification using both custom and pre-trained models. You'll also explore audio classification and text classification using BERT, giving you a well-rounded introduction to PyTorch’s capabilities.

GitHub Link: https://github.com/omaratef3221/pytorch_tutorials

❤ ️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learninghttps://scrimba.com/freecodecampmp

⭐ ️ Contents ⭐ ️
0:00:00 Tabular Data Classification
1:31:13 Image Classification
2:47:49 Pre-trained Models - Image Classification
3:38:31 Audio Classification
4:52:31 Text Classification

🎉 Thanks to our Champion and Sponsor supporters:
👾 Drake Milly
👾 Ulises Moralez
👾 Goddard Tan
👾 David MG
👾 Matthew Springman
👾 Claudio
👾 Oscar R.
👾 jedi-or-sith
👾 Nattira Maneerat
👾 Justin Hual

--

Learn to code for free and get a developerhttps://www.freecodecamp.org/mp.org

Read hundreds of articles on programhttps://freecodecamp.org/newsg/news




Other Videos By freeCodeCamp.org


2025-03-27Excel Formulas & Functions You Should Know [Full Course]
2025-03-25Microservices in Nest.js – JavaScript Tutorial
2025-03-21From hating coding to programming satellites at age 37 – Francesco Ciulla interview [Podcast #165]
2025-03-19Learn ANY Language with AI (Learn English, Learn Spanish, Learn Mandarin Chinese, and more)
2025-03-18Build a Full Stack AI Note Taking App with Next.js and Supabase – Tutorial
2025-03-14How to become a self-taught developer while supporting a family [Podcast #164]
2025-03-13AWS Cognito Course – Authentication and Authorization
2025-03-12JavaScript Essentials Course
2025-03-11DeepSeek R1 Theory Tutorial – Architecture, GRPO, KL Divergence
2025-03-07Learn fewer skills but go deeper - the Caleb Curry interview [Podcast #163]
2025-03-06Learn PyTorch in 5 Projects – Tutorial
2025-03-05Intro to Machine Learning featuring Generative AI
2025-03-04Unity Tutorial – Massive Multiplayer Online (MMO) Game with SpacetimeDB
2025-02-28How to become a developer in your 30s with Anjana Vakil [Podcast #162]
2025-02-27Linear Algebra for Machine Learning
2025-02-26Build a Full Stack AI-Powered Web App with ChatGPT API
2025-02-25Vision Transformer from Scratch Tutorial
2025-02-23How to go full-on Renaissance Man mode in 2025 with Vaughn Gene [Podcast #161]
2025-02-20Kubernetes and EKS for Beginners – Crash Course with Pulumi
2025-02-18How to Build an ASP.NET Core MVC Web App – Tutorial
2025-02-14From Poker Dealer to Self-Taught Developer [Podcast #160]