AI Infrastructure: Cloud GPUs

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

• Define the architecture and value of GPUs
• Select appropriate GPU machine types and provisioning platforms
• Optimize GPU utilization for AI workloads

• Basic familiarity with cloud computing or IT concepts
• Readiness for guided practical exercises