LEVEL 9

GKE & TPUs for AI

Deploy large-scale distributed training and inference workloads using Kubernetes and TPUs. Part of the free Vertex AI Academy — every lesson below is open to everyone, no signup required.

2 lessons550 XP~27 min total100% free

// LESSONS IN THIS MODULE

  1. 01Google Kubernetes Engine for AI12m · 250 XP

    Orchestrating AI Infrastructure While Vertex AI handles managed services, many enterprises prefer deploying their own infrastructure using GKE (Google...

  2. 02Tensor Processing Units (TPUs)15m · 300 XP

    Google's Custom AI Hardware While GPUs (like Nvidia H100s) are the industry standard, Google designs its own AI accelerators called TPUs (Tensor Proce...

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