TPUs Courses and Certifications

DRA is GA! Kubernetes WG Device Management - GPUs, TPUs, NICs and More

Discover Dynamic Resource Allocation's GA release in Kubernetes 1.34 and learn to efficiently manage GPUs, TPUs, NICs, and specialized hardware for accelerated workloads.

• YouTube
• 30 minutes
• On-Demand
• Free Video

AI Infrastructure: Cloud TPUs

10 ratings at Coursera

Unlock Google's Tensor Processing Units to optimize AI workloads, compare accelerators, maximize model performance, and master GPU/TPU interoperability for ML workflows.

• Coursera
• 3 hours 3 minutes
• On-Demand
• Paid Course

Production Machine Learning Systems

1031 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 46 minutes
• On-Demand
• Paid Course

Infraestrutura de IA: Cloud TPUs

Explore as TPUs do Google Cloud para otimizar modelos de IA empresariais, comparando aceleradores e maximizando desempenho com estratégias práticas de interoperabilidade.

• Coursera
• 3 hours 3 minutes
• On-Demand
• Paid Course

Advanced Topics in Artificial Intelligence

17 ratings at Coursera

Delve into advanced AI applications across autonomous systems, robotics, and business operations, exploring cutting-edge infrastructure and real-world implementations for industry transformation.

• Coursera
• 22 hours 51 minutes
• On-Demand
• Paid Course

Microcredential

Google Cloud AI Infrastructure

24 ratings at Coursera

Master AI infrastructure design and deployment using Google Cloud's Hypercomputer, GPUs, TPUs, and Kubernetes Engine to build high-performance ML solutions with optimized storage and networking.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

AI Infrastructure: Introduction to AI Hypercomputer

18 ratings at Coursera

Discover Google Cloud's AI Hypercomputers, their components (GPUs, TPUs, CPUs), and learn to select optimal deployment strategies for accelerating AI training and inference workloads.

• Coursera
• 2 hours 3 minutes
• On-Demand
• Paid Course

3D Printing Unlocked: Intermediate Design Techniques

Master intermediate 3D printing with Fusion 360, advanced slicing techniques, and multi-material printing. Develop skills to create complex designs, optimize print settings, and troubleshoot common issues over this 3-week program.

• edX
• 3 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

AI Infrastructure: Cloud GPUs

Discover how CPUs, GPUs, and TPUs power AI workloads and learn to select optimal compute resources for your projects on Google Cloud's AI infrastructure.

• Coursera
• 2 hours 3 minutes
• On-Demand
• Paid Course

AI Infrastructure: Networking Techniques

Master Google Cloud's high-bandwidth, low-latency networking to optimize AI workloads from data ingestion through training to inference, maximizing computational performance.

• Coursera
• 3 hours 56 minutes
• On-Demand
• Paid Course

Kaggle

Tensor Processing Units - TPUs

Explore Tensor Processing Units (TPUs) for accelerated deep learning, from basics to advanced optimization techniques and real-world applications.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

TensorFlow

TensorFlow in Google Colaboratory

Discover how to use TensorFlow in Google Colaboratory's free cloud environment. Build neural networks, leverage GPUs/TPUs, and solve ML problems without any setup required.

• YouTube
• 34 minutes
• On-Demand
• Free Video

The 3D Filament Tier List - Which Should YOU Use?

Discover the ultimate ranking of 3D printing filaments from basic PLA to advanced materials like PEEK and Ultem, with practical insights on properties, applications, and performance.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Google Cloud Tech

Accelerating AI Inference Workloads with Google Cloud TPUs and GPUs

Explore key considerations for choosing TPUs and GPUs for AI inference workloads, including cost implications, deployment strategies, and optimization techniques on Google Cloud.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Google Cloud Tech

Operationalizing Large Scale Machine Learning on Cloud TPUs with Google Kubernetes Engine

Discover efficient large-scale ML model training using Cloud TPUs and GKE. Learn orchestration techniques, TPU integration, and real-world applications for advanced ML infrastructure.

• YouTube
• 33 minutes
• On-Demand
• Free Video