GPU Computing Courses and Certifications

The Machine Learning Engineer

Rapids Machine Learning Training y Feature Engineering en tu GPU con CuML y CuDF

Acelera el entrenamiento de modelos y la ingeniería de características utilizando GPU con CuML y CuDF para optimizar tus flujos de trabajo de aprendizaje automático.

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

fast.ai

Practical Deep Learning For Coders

7 reviews

Learn how to get a GPU server online suitable for deep learning— to creating state of the art, highly practical, models for computer vision, natural language processing, and recommendation systems.

• Independent
• 7 weeks, 10 hours a week
• On-Demand
• Free Online Course

Introduction to Parallel Programming with CUDA

Learn parallel programming with CUDA to process large datasets using GPUs. Explore thread management, memory types, and performance optimization techniques for complex problem-solving on Nvidia hardware.

• Coursera
• 21 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Open Source LLMOps Solutions

Gain hands-on experience deploying open-source LLMs, from understanding fundamentals to fine-tuning models and building AI applications using a code-first approach.

• Coursera
• 1 day 11 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Nvidia

AI Infrastructure and Operations Fundamentals

240 ratings at Coursera

Explore AI fundamentals, infrastructure, and operations for enterprise professionals. Gain insights into GPU computing, data center design, cloud deployment, and MLOps for effective AI implementation.

• Coursera
• 11 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Learn CUDA with Docker!

21 ratings at Udemy

Learrn to Code with CUDA with GPGPU-Simulators & Docker, Kickstart Your Computing and Data Science Career!

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Packt

Deep Learning - Computer Vision for Beginners Using PyTorch

Master PyTorch and deep learning for computer vision. Build neural networks, implement CNNs, and apply skills to real-world datasets. Includes optional Python basics and data science libraries.

• Coursera
• 9 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning with PyTorch Live Course

1 review

Learn PyTorch for deep learning: tensors, gradient descent, linear regression, image processing, neural networks, CNNs, ResNet, regularization, data augmentation, and GANs for image generation.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

PyTorch Essential Training: Deep Learning

88 ratings at LinkedIn Learning

Explore the basics of deep learning using PyTorch and test your knowledge with hands-on challenges.

• LinkedIn Learning
• 1 hour 22 minutes
• On-Demand
• Free Trial Available

Transfer Learning for Images Using PyTorch: Essential Training

57 ratings at LinkedIn Learning

Discover how to implement transfer learning using PyTorch, the popular machine learning framework.

• LinkedIn Learning
• 59 minutes
• On-Demand
• Free Trial Available

IIT Kharagpur;  NPTEL

GPU Architectures and Programming

Comprehensive exploration of GPU architectures and programming, covering CUDA and OpenCL, with focus on optimization techniques and practical applications in modern computing scenarios.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Practical High-Performance Computing

Master high-performance computing through parallel programming, covering MPI, OpenMP, GPU tools, and practical applications in scientific computing. Learn optimization techniques and implement real-world HPC projects.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

GitHub Administration Cert Prep: 3 Describe Deployment, Distribution, and Licensing

5 ratings at LinkedIn Learning

Learn how you can make the most effective use of deployment, distribution, and licensing for your instance of GitHub Enterprise Administration.

• LinkedIn Learning
• 56 minutes
• On-Demand
• Free Trial Available

IIT Bombay;  NPTEL

High Performance Scientific Computing

Master high-performance computing fundamentals, parallel programming with OpenMP and MPI, GPU computing, and scientific visualization tools for advanced computational research and simulation applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Pragmatic AI Labs

LLM Server

In this course you will learn how to set up a GPU Server on your own infrastructure, download open source models, and build applications with those models programmatically and with Agents

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)