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Google Cloud AI Infrastructure

school 3 activities
update Last updated 20 days
person Managed by Google Cloud
This learning path, designed for intermediate to advanced technical learners, offers on-demand courses to specialize in AI Infrastructure on Google Cloud. You'll gain the knowledge and skills to design and deploy high-performance AI/ML solutions using Google Cloud's AI Hypercomputer, GPUs, TPUs, Compute, and Google Kubernetes Engine. Optimize every layer of your AI Infrastructure solutions, from storage and networking to orchestration and best practices, to redefine what's possible with Google AI Infrastructure.
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Activity Thumbnail for AI Infrastructure: Introduction to AI Hypercomputer
01 AI Infrastructure: Introduction to AI Hypercomputer
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access_time 1 hour
show_chart Intermediate

Ready to get started with AI Hypercomputers? This course makes it easy! We'll cover the basics of what they are and how they help AI with AI workloads. You'll learn about the different components inside a hypercomputer, like GPUs, TPUs,...

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Activity Thumbnail for AI Infrastructure: Cloud GPUs
02 AI Infrastructure: Cloud GPUs
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access_time 1 hour
show_chart Intermediate

Curious about the powerful hardware behind AI? This course 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...

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Activity Thumbnail for AI Infrastructure: Cloud TPUs
03 AI Infrastructure: Cloud TPUs
book Course
access_time 1 hour
show_chart Intermediate

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...

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