Deep Learning and PowerAI Development

Develop the next generation of applications

Deep Learning Developer Resources

Courses and learning paths

Data Science and Cognitive Computing Courses

Build your Deep Learning skills, for free, with this learning path from

  1. Deep Learning Fundamentals

    A great introduction to deep learning concepts, the different kinds of neural networks, and a non-exhaustive catalog of some of the critical frameworks.

  2. Deep Learning with TensorFlow

    Begin to practice Deep Learning by learning how to operate with TensorFlow, a key framework included in PowerAI from our collaborators at Google.

  3. Accelerating Deep Learning with GPU

    This course allows you to discover for yourself the value of the POWER architecture and GPU for Deep Learning workloads. Through hands on exercises, the advantage of POWER + GPU becomes obvious.

Deep Learning at Udacity

Udacity offers the world’s most popular courses on Deep Learning. Longer form, but with deep educational rewards, this is the place to invest a longer time on Deep Learning skills. Then, return to apply these skills with PowerAI.

NVIDIA Deep Learning Institute (DLI)

NVIDIA Deep Learning Institute

DLI offers hands-on training for developers, data scientists, and researchers looking to solve challenging problems with deep learning. Learn techniques for designing, training, and deploying neural networks for your domain. Explore common open-source frameworks & NVIDIA’s latest GPU-accelerated deep learning platforms.

Blogs, use cases, and tutorials

Programming and Practice: NVIDIA Developer Blog (ParallelForAll)

As a critical technology to unlock deep learning, NVIDIA GPUs are essential to any deep learning deployment. GPU experts dive deep into everyday practice of Deep Learning. ParallelForAll walks through code examples for actual problems and deployments.

Applications and use cases for AI

Enrich yourself with amazing applications and use cases of deep learning.

Blogs about PowerAI in action