Edge Computing Courses and Certifications

Edge Computing and the Evolution of AR-VR - Panel Discussion

Panel discussion exploring edge computing's impact on AR/VR evolution, featuring industry experts discussing benefits, challenges, and future trends in immersive technologies and network infrastructure.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Stanford Seminar - The Future of Edge Computing from an International Perspective

Explore international perspectives on edge computing, covering 5G integration, federated learning, AI processing, and IoT systems for smart applications across Asia and the U.S.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Edge Computing Fundamentals

Explore edge computing architecture, applications, and security. Learn about IoT, smart cities, and cybersecurity principles for securing edge networks and ensuring data privacy.

• Coursera
• 10 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Strategic Edge Security Management

Gain strategic insights into edge security management, covering risk analysis, mitigation strategies, real-time monitoring, and international compliance for IT leaders and cybersecurity professionals.

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

EDUCBA

Business Considerations for 5G with Edge, IoT, and AI

Explore 5G's impact on business, integrating edge computing, IoT, and AI. Learn strategies for leveraging these technologies to drive innovation, efficiency, and competitive advantage in the digital age.

• Coursera
• 3 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Security at the Edge

Comprehensive exploration of Edge Computing, covering fundamentals, IoT device security implementation, and strategic management for IT professionals and cybersecurity experts.

• Coursera
• On-Demand
• Paid Course
• 3 courses

L&T EduTech

AI Principles with Edge Computing

Explore AI principles and edge computing applications through hands-on Python demos, machine learning algorithms, neural networks, and IoT integration for real-world problem-solving and career advancement.

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

Introduction to On-Device AI

Learn to deploy AI models on edge devices, reducing latency and enhancing privacy. Master key concepts, convert models, optimize performance, and integrate into mobile apps for efficient on-device AI.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Arm Education

Getting Started with Machine Learning at the Edge on Arm

Learn to implement machine learning on Arm-based microcontrollers, covering AI basics, datasets, neural networks, and computer vision. Gain practical skills in deploying ML applications for speech recognition and image processing.

• Coursera
• 9 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Edge Analytics: IoT and Data Science

275 ratings at LinkedIn Learning

Learn about the core concepts of edge computing, and about the relationship between edge computing and cloud computing.

• LinkedIn Learning
• 1 hour 48 minutes
• On-Demand
• Free Trial Available

tinyML

Autonomous Nano-UAVs: An Extreme Edge Computing Case

Exploring autonomous nano-UAVs as extreme edge computing cases, focusing on onboard intelligence, machine learning techniques, and full-stack solutions for navigation and human-robot interaction in resource-constrained environments.

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

tinyML

TinyML Talks - Demoing the World’s Fastest Inference Engine for Arm Cortex-M

Explore the world's fastest inference engine for Arm Cortex-M microcontrollers, featuring live demonstrations, benchmarks, and insights into achieving superior speed and memory efficiency.

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

tinyML

Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices

Explore hyperdimensional computing optimization for edge devices, reducing model size and energy consumption while maintaining accuracy in lightweight machine learning applications.

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

tinyML

Leveraging Sparsity for Fast Response Times in Edge AI - tinyML Summit 2021

Explore sparsity exploitation in AI edge applications for faster response times. Learn about NeuronFlow architecture, latency metrics, and real-time AI implementation strategies.

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

tinyML

TinyML Talks Local ANZ Meetup - Race Predict by DXC - Harnessing Compute at the Edge to Identity

Explore edge computing for real-time sports event detection using live video feeds and Corel devices, with insights on scalable cloud architecture for diverse sporting applications.

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