ARM Processors Courses and Certifications

IEEE

CaSE- Cache-Assisted Secure Execution on ARM Processors

Secure execution framework for ARM processors using TrustZone and Cache-as-RAM to protect sensitive applications against software attacks and cold boot attacks, with minimal performance impact.

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

FreeRTOS From Ground Up™ on ARM Processors (REVISED)

910 ratings at Udemy

RTOS : Build RealTime embedded applications with FreeRTOS. Practice on STM32 and TIVA C boards

• Udemy
• 23 hours 29 minutes
• On-Demand
• Paid Course

Arm Education

Optimizing Generative AI on Arm Processors: from Edge to Cloud

Master performance engineering for generative AI on Arm processors across edge and cloud environments using optimization techniques like quantization, SIMD, and KleidiAI library.

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

Arm Education

Optimizing Generative AI on Arm Processors

Discover how to optimize Generative AI models for Arm processors across mobile, edge, and cloud environments using SIMD, quantization, and KleidiAI library techniques.

• Coursera
• 10 hours 10 minutes
• On-Demand
• Paid Course

Graviton2 Arm vs Intel x86 Performance Comparison for Streaming Data Applications

Explore Graviton2 Arm vs Intel x86 performance for streaming data applications. Learn benchmarking methods, hardware selection insights, and comparative results for data-intensive workloads.

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

LinaroOrg

Optimizing oneDAL and oneDNN for ARM CPUs to Accelerate AI Workloads

Discover optimization techniques for AI workloads using oneDNN and oneDAL libraries on Arm CPUs, focusing on performance enhancements through SVE implementation and GEMM-based JIT kernels.

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

Arm Education

Arm Cortex-M Processors Overview

143 ratings at Coursera

Explore Arm Cortex-M processors, their history, and architecture profiles. Learn about available resources for Cortex-M projects in this beginner-friendly overview.

• Coursera
• 2 hours 26 minutes
• On-Demand
• Paid Course

Arm Software Developers

An Armful of Clusters: Run Kubernetes Workloads More Efficiently on Arm Processors

Optimize Kubernetes workloads on Arm processors for efficiency and sustainability. Learn strategies, overcome obstacles, and gain practical tips for migrating clusters and managing multi-architecture deployments.

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

Build Your Own RealTime OS (RTOS) From Ground Up™ on ARM 1

1103 ratings at Udemy

Build Your Own RealTime Operating Systems from first principles . Practice on STM32 and TIVA C boards

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

Real-Time Embedded Systems Concepts and Practices

98 ratings at Coursera

Design and build microprocessor-based embedded systems using real-time operating systems or RT POSIX extensions with Embedded Linux. Gain hands-on experience with Raspberry Pi and explore real-time challenges, scheduling policies, and hardware architectu…

• Coursera
• 2 days 4 hours 11 minutes
• On-Demand
• Paid Course

L&T EduTech Microcredential

VLSI chip design with CPS for Industrial Applications

15 ratings at Coursera

Comprehensive exploration of Cyber Physical Systems design and implementation across industries, covering ARM processors, wireless communication, and applications in mechatronics, healthcare, and robotics.

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

L&T EduTech

CPS Design with ARM Core using MicroPython for Industries

Explore ARM-based CPS design using MicroPython for industrial applications. Gain hands-on skills with Raspberry Pi Pico, embedded systems, and smart technologies for consumer and urban environments.

• Coursera
• 13 hours 36 minutes
• On-Demand
• Paid Course

Copilot+ PC: On-Device AI with a New Class of Computers

177 ratings at LinkedIn Learning

Streamline your work using on-device AI on a Copilot+ PC. This brief workshop introduces the new AI-enabled software features that only work on Copilot+ PC devices.

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

linux.conf.au

Kernel Hardening for 32-bit Arm Processors

Explore kernel hardening techniques for 32-bit ARM processors, focusing on preventing security vulnerabilities and implementing critical mitigations to enhance Linux system protection.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

Microprocessor and Embedded System Design

Dive into microprocessor architecture, embedded systems, and ARM CPU design, covering computer organization, memory systems, buses, and I/O interfaces with hands-on lab experience.

• XuetangX
• On-Demand
• Free Online Course