AI Infrastructure: Cloud GPUs

About this course

Curious about the powerful hardware behind AI? This module breaks down performance-optimized AI computers, showing you why they're so important. We'll explore how CPUs, GPUs, and TPUs make AI tasks super fast, what makes each one unique, and how AI software gets the most out of them. By the end, you'll know exactly how to pick the right compute for your AI projects, helping you make smart choices for your AI workkoads.

What you will learn

• Define the value and architecture of Graphics Processing Units (GPUs)
• Select the appropriate GPU machine type and provisioning platform to run your GPU-accelerated clusters
• Explore various techniques for optimizing your GPU usage