Coding a ChatGPT Like Transformer From Scratch in PyTorch StatQuest with Josh Starmer
112.2K views · 3.1K likes · 1 year ago
Learn PyTorch — Free Video Roadmap
A step-by-step path through the best free PyTorch videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels focused on PyTorch for machine learning and deep learning. Learn tensor operations, model training, research implementations, and production deployment.
To learn PyTorch in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "Coding a ChatGPT Like Transformer From Scratch in PyTorch" by StatQuest with Josh Starmer (112,187 views).
Step 1
Start Here
Beginner-friendly PyTorch intros and crash courses
47:44 Pytorch Geometric tutorial: Introduction to Pytorch geometric Antonio Longa
78.9K views · 1K likes · 5 years ago
4:49:58 AI Engineering Full Course (PyTorch) 2026 UPDATED | Beginner to Advanced | One Shot | Sagar Chouksey Coding With Sagar
78K views · 2.5K likes · 4 months ago
6:38:44 Train a Convolutional Neural Network from Scratch: PyTorch, Next.js, React, Tailwind, Python (2025) Andreas Trolle
23.4K views · 1.1K likes · 10 months ago
41:36 Step 2
Core Skills
Full courses and comprehensive PyTorch tutorials
4:41:25 Build an AI/ML Tennis Analysis system with YOLO, PyTorch, and Key Point Extraction Code In a Jiffy
460.8K views · 13.6K likes · 2 years ago
![Build Your First Pytorch Model In Minutes! [Tutorial + Code]](https://img.youtube.com/vi/tHL5STNJKag/mqdefault.jpg)
31:32 Build Your First Pytorch Model In Minutes! [Tutorial + Code] Rob Mulla
258.4K views · 7.1K likes · 2 years ago
38:55 Finetune LLMs to teach them ANYTHING with Huggingface and Pytorch | Step-by-step tutorial Neural Breakdown with AVB
144.1K views · 4.4K likes · 1 year ago
10:12:10 Train and Deploy a Multimodal AI Model: PyTorch, AWS, SageMaker, Next.js 15, React, Tailwind (2025) Andreas Trolle
68K views · 3.2K likes · 1 year ago
46:40 Pytorch Geometric tutorial: Graph attention networks (GAT) implementation Antonio Longa
53.6K views · 698 likes · 5 years ago
32:02 Word Embedding in PyTorch + Lightning StatQuest with Josh Starmer
51.4K views · 1K likes · 2 years ago
Step 3
Advanced & Deep Dives
Go deeper into PyTorch internals and real-world use
![Heterogeneous graph learning [Advanced PyTorch Geometric Tutorial 4]](https://img.youtube.com/vi/qL09oshDKww/mqdefault.jpg)
33:17 Heterogeneous graph learning [Advanced PyTorch Geometric Tutorial 4] Antonio Longa
16.9K views · 210 likes · 4 years ago
18:00 ![Open Graph Benchmark and PyG [Advanced PyTorch Geometric Tutorial 1]](https://img.youtube.com/vi/DOFM2e_o5lU/mqdefault.jpg)
24:27 Open Graph Benchmark and PyG [Advanced PyTorch Geometric Tutorial 1] Antonio Longa
7.1K views · 100 likes · 4 years ago
![GraphGym and PyG [Advanced PyTorch Geometric Tutorial 2]](https://img.youtube.com/vi/dGRQe92PBBw/mqdefault.jpg)
42:20 GraphGym and PyG [Advanced PyTorch Geometric Tutorial 2] Antonio Longa
6.1K views · 74 likes · 4 years ago
![Advanced mini-batching [Advanced PyTorch Geometric Tutorial 5]](https://img.youtube.com/vi/mz9xYNg9Ofs/mqdefault.jpg)
28:08 Advanced mini-batching [Advanced PyTorch Geometric Tutorial 5] Antonio Longa
5.4K views · 99 likes · 4 years ago
Step 4
Stay Current
The freshest PyTorch videos from the last 6 months
32:30 
1:08:50 L-2 | Build a Mini GPT Model From Scratch Using PyTorch | Step-by-Step Tutorial for Beginners Code With Aarohi
14.7K views · 1.2K likes · 5 months ago
3:57 Why Your PyTorch Code Crashes on GPU And How to Fix It Deep knowledge
6.5K views · 6 likes · 4 months ago
1:17:25 Stanford CS336 Language Modeling from Scratch | Spring 2026 | Lecture 2: PyTorch (einops) Stanford Online
4.8K views · 109 likes · 1 month ago
5:23 Want a roadmap tailored to your goal and experience? Try the free AI learning planner →