Complete AMD GPU Programming for Beginners 12+ Hours

🚀 Complete AMD GPU Programming for Beginners 🎓

Course Headline:

Learn AMD GPU Programming with ROCm and HIP 💻✨

Course Overview:

Dive into the world of high-performance computing and harness the power of AMD GPUs with our comprehensive online course! Whether you're a student, researcher, or software developer looking to expand your skill set, this course will guide you through the intricacies of GPU programming using ROCm and HIP. By the end of this course, you'll be able to transform CUDA codes into HIP and deploy them onto AMD MI GPUs.

What You'll Learn:

• Basic Concepts: Understand the fundamentals of AMD GPU programming, execution models, and memory models.

• Implementation Techniques: Get hands-on experience implementing algorithms using ROCm and HIP.

• HPC and Slurm: Learn how to utilize High-Performance Computing (HPC) resources and the Slurm Workload Manager.

• CUDA, Math, and More: Gain insights into CUDA programming as a point of comparison, as well as essential mathematical concepts for GPU computing.

Who This Course Is For:

• Aspiring AMD GPU programmers with some C++ experience.

• Individuals who have a basic understanding of algorithms and are eager to apply them in a GPU context.

Course Structure:

Module 1: Introduction to AMD GPU Programming 🎥

• Understanding the GPU execution model and memory hierarchy.
• Setting up your development environment for AMD GPUs.

Module 2: ROCm and HIP Deep Dive 🕵️‍♂️

• Exploring the ROCm ecosystem and its components.
• A comprehensive guide to HIP programming with real-world examples.

Module 3: Algorithm Implementation on AMD GPUs 📊

• Applying parallel programming techniques to optimize algorithms.
• Benchmarking and performance tuning of GPU applications.

Module 4: Advanced ROCm and HIP Concepts 🚀

• Diving into advanced topics such as kernel execution, profiling, and debugging.
• Exploring the latest advancements in AMD GPU programming.

Why Enroll Today?

• Practical Learning: This course emphasizes experimentation over mere memorization.

• In-Depth Understanding: Gain a deeper comprehension of what's happening internally on the GPU.

• Career Boost: Acquire sought-after skills in GPU programming that can open new career opportunities.

• Constant Support: Enjoy ongoing assistance to ensure you fully grasp all the concepts, beyond just the basics.

Enrollment Benefits:

• Engaging Content: Learn through interactive videos, quizzes, and hands-on projects.

• Real-World Applications: Apply your knowledge with practical exercises that mirror real-world scenarios.

• Community Access: Join a community of like-minded learners and industry professionals.

Course Resources:

• Adapted Videos: Enriched with videos adapted from creative commons AMD GPU workshops.

• Supporting Materials: Comprehensive guides, cheat sheets, and additional reading materials to supplement your learning.

Ready to unlock the potential of AMD GPUs? 🛠️✨ Enroll in "Complete AMD GPU Programming for Beginners" today and embark on a journey to mastering GPU programming with ROCm and HIP!