Neuron Foundations Digest (NFD)¶
Note
Availability of this training is subject to internal review. If interested, please contact your Account Manager (AM) or Solutions Architect (SA).
Format: Theory session (1–2 hours)
Audience: Decision-makers, technical leaders, and practitioners evaluating AWS AI Chip adoption
Level: Introductory
Prerequisites: Basic understanding of machine learning and accelerators (GPUs, etc.)
🎯 Course Overview¶
A theory-focused course that provides a quick understanding of AWS AI Chip value through Trainium hardware architecture, the Neuron software stack, and real customer case studies.
📋 Curriculum¶
| # | Topic | Duration |
|---|---|---|
| 1 | Trainium H/W Architecture — NeuronCore-v3, HBM, Instance Families | 30 min |
| 2 | Neuron S/W Stack & Development Ecosystem — vLLM, Native PyTorch, NXDI, NXDT | 40 min |
| 3 | Customer Case Studies — Adoption Background, Results, Lessons Learned | 30 min |
| 4 | Q&A | 20 min |
🔗 Related Courses¶
- Neuron Deep Dive (NDD) — Hands-on Deep Dive (3-Day)