GPU Computing Courses and Certifications

JuliaHub

Parallel Computing for Enterprises in Julia - From SIMD to GPU Programming

Master parallel computing techniques in Julia, from SIMD and multi-threading to GPU programming, enhancing enterprise-level computational capabilities and performance optimization.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Open Compute Project

Designing In-House Server Solutions for Modern GPU Cloud Computing

Discover innovative approaches to designing energy-efficient servers and data centers optimized for ML-focused GPUs, with insights into thermal management and power consumption optimization.

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

USENIX

Energy Consumption of Datacenters: Impact of AI and GPU Computing

Explore the critical impact of AI and GPU computing on datacenter resource consumption, examining energy demands, cooling challenges, and future sustainability implications.

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

JAX Fundamentals: NumPy Power-Up

Master JAX's high-performance numerical computing with NumPy-like syntax, automatic differentiation, JIT compilation, and pure functional programming for GPU/TPU acceleration.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

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
• Paid Course

Associate Generative AI (NCA-GENL) Exam Prep Course 2026

701 ratings at Udemy

Complete, Unofficial Study Guide to Pass the NCA-GENL Exam and Earn Your Generative AI Specialist Credential

• Udemy
• 15 hours 59 minutes
• On-Demand
• Paid Course

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

Unity VFX Graph - Beginner To Intermediate

579 ratings at Udemy

Learn the new Visual Effect tool from Unity and start making some awesome Magic Effects.

• Udemy
• 4 hours 17 minutes
• On-Demand
• Paid Course

Nvidia

AI Infrastructure and Operations Fundamentals

476 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
• 12 hours 7 minutes
• On-Demand
• Paid Course

Open Source LLMOps Solutions

26 ratings at Coursera

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 12 hours 14 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

Master AI Image Generation using Stable Diffusion

433 ratings at Udemy

Create stunning images using Generative Artificial Intelligence! Step by step with Stable Diffusion and Python!

• Udemy
• 7 hours 51 minutes
• On-Demand
• Paid Course

Deep learning for object detection using Tensorflow 2

319 ratings at Udemy

Understand, train and evaluate Faster RCNN, SSD and YOLO v3 models using Tensorflow 2 and Google AI Platform

• Udemy
• 9 hours 52 minutes
• On-Demand
• Paid Course

Linux on Windows (WSL2)

194 ratings at Udemy

Leverage the power of the Windows Subsystem for Linux (WSL 2), Docker, Kali Linux, GPUs and more on Windows 11

• Udemy
• 1 hour 22 minutes
• On-Demand
• Paid Course

Learn CUDA with Docker!

28 ratings at Udemy

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

• Udemy
• 2 hours 58 minutes
• On-Demand
• Paid Course