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.
AI Infrastructure: Cloud TPUs
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Discuss the advantages and disadvantages of using TPUs in different scenarios.
Choose the right TPU option to fit your specific needs
Implement strategies to maximize performance and efficiency when running business-related AI workloads on TPUs.
Explain the concept of GPU/TPU fungibility and its significance for creating flexible machine learning workflows.
Skills you'll gain
Details to know
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Recently updated!
August 2025
Assessments
1 assignment
Taught in English
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There are 2 modules in this course
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.
What's included
1 assignment11 plugins
Student PDF links to all modules
What's included
1 reading
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
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