AI at the Edge on Arm

Resumen

The rapid rise of AI applications is transforming society, reshaping both business and personal lives. The widespread accessibility of mobile devices capable of deploying Large Language Models (LLMs) marks an exciting new evolution in AI technology.

• Discover the key trends driving AI innovation to the Edge.
• Learn about the tools and techniques for deploying language models on Arm-powered devices.
• Explore why Arm is the optimal platform for leveraging LMs at the Edge.

Your learning journey begins with fundamentals of AI at the Edge and deploying LMs on Arm-based mobile devices.

We’ll introduce essential tools focusing on optimizing models through compression techniques such as pruning and quantization.

Engage with practical lab exercises that demonstrate how to implement LMs on mobile devices—requiring only an Arm-powered phone to start.

Gain insights from leading Arm engineers on the current and future landscape of AI at the Edge, enhancing your understanding of this evolving technology.

This course is ideal for early and mid-career professionals seeking to upskill or enhance their resumes, as well as undergraduates with programming experience.

AI at the Edge is powered by Arm. Enroll today and discover the tools and techniques needed to deploy LMs on Arm-based mobile phones!

Materias