After doing these courses, I feel confident creating professional visualizations and dashboards
Shoebur RahmanProcurement Specialist, Giz Bangladesh
Course Description
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.
Prerequisites
There are no prerequisites for this course
Curriculum
Course outline
1
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.
- What's in it for me?50 XP
- TPU overview50 XP
- TPU system architecture50 XP
- TPU cloud architecture50 XP
- TPU options50 XP
- Choosing consumption options50 XP
- Selecting TPU software50 XP
- Interoperability between accelerators50 XP
- Best practices for model development50 XP
- Use cases and case studies50 XP
- Congratulations and next steps50 XP
- Quiz Question 150 XP
- Quiz Question 250 XP
- Quiz Question 350 XP
- Quiz Question 450 XP
2
Course Resources
Student PDF links to all modules
R
AI Infrastructure: Cloud TPUs
Course
Complete
