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AI Infrastructure: Cloud GPUs

IntermediateSkill Level
Updated 07/2026
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.
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1 hr
12 Exercises
600 XP
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Course Description

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 GPU for your AI projects, helping you make smart choices for your AI workloads.

Prerequisites

There are no prerequisites for this course
1

AI Hypercomputer GPUs

In this course, you'll learn how to effectively utilize Google Cloud GPUs for accelerating AI training and inference, including selecting appropriate options and optimizing performance.
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2

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AI Infrastructure: Cloud GPUs
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