AI Tutorials
Accelerate your journey into artificial intelligence with a purpose-built suite of self-learning AI tutorials, designed specifically for students, researchers, and educators. These tutorials are hosted on the AMD AI Academy platform, and provide the foundational knowledge, tools, and hands-on experience needed to excel in today’s rapidly evolving AI landscape.
Each module blends conceptual learning with practical, real‑world application. Learners can progress at their own pace while gaining exposure to modern AI techniques, GPU computing, and AMD technology‑powered development workflows.
AI Academy Tutorials Spotlight
- Introduction to AI on AMD AI PC
- Introduction to LLMs on AMD Technology
- Introduction to Prompting
Introduction to AI on AMD AI PC
Experience AI in action on an AMD AI PC: learn SVMs, CNNs, and object classification. Demo Ryzen AI software and begin building LLMs and command prompts
Introduction to LLMs on AMD Technology
Build stronger LLM results with prompt engineering techniques that scale—from basic prompting patterns to advanced reasoning approaches like Chain of Thought, Tree of Thought, and zero-, one-, and few-shot prompting—no fine-tuning required.
Introduction to Prompting
From fundamentals to advanced strategies, learn prompt engineering techniques that unlock more value from LLMs—no fine-tuning required.
Join the Developer Program to gain access to the AI Academy and view the full list of Tutorials
AI Teaching Solutions
The AMD University Program (AUP) Teaching Solutions initiative empowers educators with high-quality curriculum resources designed to support modern computing and AI education. Developed in collaboration with academic partners, each module blends AMD technologies with foundational theory and effective pedagogy to help instructors accelerate course development.
AUP Teaching Solutions aim to:
- Lower barriers for educators developing AI, HPC, GPU programming, and emerging-technology coursework.
- Provide academically aligned, industry-backed materials that enrich student learning.
- Strengthen collaboration between AMD and global universities through co-developed curricular content.
- Support scalable, modern teaching environments — from introductory courses to advanced research training.
What’s Included
Each Teaching Solution package is intended to support end-to-end curriculum design and typically includes:
- Presentation Slides
Instructor-ready decks that introduce key concepts, architectures, and real-world applications. - Hands-On Labs
Practical, guided exercises enabling students to explore AMD hardware and software tools firsthand. - Assignments & Exercises
Structured problem sets that reinforce learning outcomes and allow students to apply new skills. - Supplemental Resources
E-books, videos, demonstrations, and reference guides (when available) to deepen understanding and provide flexible teaching formats.
Who Can Access
Teaching Solutions are available to approved AUP Educator Members. Once enrolled, educators gain access to the full catalog of curriculum modules through the AUP Member Site.
Adaptive Computing Training
The Adaptive Computing Training series provides educators, students, and researchers with hands-on, high-quality learning resources designed to build skills across AMD adaptive and embedded technologies.