PyTorch
Open-source deep learning framework for model training and fine-tuning.
Official website / GitHub ↗ Visit
What is this technology for?
Its role in production environments and why it is taught in our curriculums.
PyTorch is the leading open-source deep-learning framework for building, training and fine-tuning neural networks — the foundation of modern AI model development.
What you will learn
The hands-on skills you will gain on this technology in our curriculums.
- Build and train neural networks with PyTorch
- Fine-tune pretrained models
- Run distributed training on GPU clusters
- Export models for production serving
Latest News & Ecosystem Updates
Recent innovations, major releases, and key industry milestones in the ecosystem.
PyTorch 2.5: Accelerated TorchDynamo Compilation & Multi-Backend Support
High-throughput distributed training optimizations (FSDP v2) and dynamic JIT compilation for generative architectures.
Native Execution on NVIDIA Blackwell & AMD MI300X Accelerators
Full memory bandwidth utilization and native FP8 / FP4 precision compute for trillion-parameter scale models.
Featured in the curriculum
Find this technology in the following modules of our Red Hat certified curriculums.
AS300 — AI Platform Engineer
View curriculum →
GenAI Fundamentals + Granite + RHEL AI
AI296 · Module 8 — AS300
