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Google Cloud

AI Infrastructure: Cloud TPUs

Google Cloud via Coursera

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Overview

Welcome to the Cloud TPUs course. We'll explore the advantages and disadvantages of TPUs in various scenarios and compare different TPU accelerators to help you choose the right fit. You'll learn strategies to maximize performance and efficiency for your AI models and understand the significance of GPU/TPU interoperability for flexible machine learning workflows. Through engaging content and practical demos, we'll guide you step-by-step in leveraging TPUs effectively.

Syllabus

  • AI Hypercomputer TPUs
    • This course will equip you to explain how Google's Tensor Processing Units (TPUs) can help business AI workloads. We'll explore the advantages and disadvantages of TPUs in various scenarios and compare different TPU accelerators to help you choose the right fit. You'll learn strategies to maximize performance and efficiency for your AI models and understand the significance of GPU/TPU interoperability for flexible machine learning workflows. Through engaging content and practical demos, we'll guide you step-by-step in leveraging TPUs effectively.
  • Course Resources
    • Student PDF links to all modules

Taught by

Google Cloud Training

Reviews

4.5 rating at Coursera based on 11 ratings

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