Edge Computing Courses and Certifications

Cloud Applications

19 ratings at Coursera

Learn to build cloud-native applications: scalability principles, migrating on-premise apps, managing upgrades and resiliency, and emerging edge/fog and multi-datacenter infrastructures, ending with a capstone project.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

Technologies and platforms for Artificial Intelligence

96 ratings at Coursera

Explore the hardware and platforms behind AI: from IoT units and edge devices to cloud data centers, plus the libraries and frameworks for machine and deep learning.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

EDUCBA

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

73 ratings at Coursera

Examine how 5G, edge computing, IoT, and AI converge for business: 5G evolution, digital transformation case studies, integration strategies, and security and privacy considerations.

• Coursera
• 2 weeks, 2 hours a week
• Self-Paced
• Paid Course

Introduction to On-Device AI

29 ratings at Coursera

Deploy AI beyond the cloud: convert pretrained PyTorch and TensorFlow models for devices, run real-time image segmentation, validate accuracy, quantize for speed, and integrate into an Android app.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Free Online Course

Edge Impulse

Edge AI Fundamentals

11 ratings at Coursera

Learn the concepts and vocabulary of edge AI, from how edge AI systems are architected to where the technology is applied in practice.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Career Certificate

Security at the Edge

7 ratings at Coursera

Learn edge computing fundamentals, implement security in IoT and edge devices, and manage edge security strategically across enterprise deployments.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

AI at the Edge on Arm: Deploying LLMs for Mobile Devices

Explore quantisation, pruning, and memory-aware optimisation for deploying efficient LLMs on Arm-powered mobile devices.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course

Intel

Intel Telco Cloud Transformation

Explore telco network transformation: cloud-native 5G wireless core, virtualized RAN, and Intel Smart Edge deployments aimed at lower latency, scalability and total cost of ownership savings.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Intel

Intel Network Platform, Capabilities & Best Practices

Explore the Intel Network Platform: its system capabilities, Network and Cloud Edge Reference System Architectures, and reference workloads, blueprints and use cases for telco cloud transformation.

• Coursera
• 3 weeks, 8 hours a week
• Self-Paced
• Paid Course

Arm Education

Teaching AI on the Edge

Learn to teach edge AI in higher education: pruning, quantization, small-model design, multimodal foundation models, plus project-based strategies covering data privacy, model bias, and regulation.

• Coursera
• 1 hour 1 minute
• Self-Paced
• Paid Course

Strategic Edge Security Management

Assess edge computing security risks strategically: estimate attack probability, prioritize risks, build mitigation and monitoring plans, and stay compliant with international standards.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

CertNexus

Internet of Things: Connectivity and Data Intelligence

Connect an IoT device over wired, wireless, and Internet protocols, handle device input/output and M2M messaging, and split data processing between device, gateway, and cloud.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course

Career Certificate

Microsoft Hybrid and Multicloud AI & Edge Infrastructure

Design and govern production AI infrastructure across Azure, AWS, GCP, edge, and on-premises using Azure Arc, Kubernetes, MLOps pipelines, and compliance policies.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

Coursera

Optimize and Deploy Edge AI Models

Evaluate model behavior across data slices and apply TensorFlow Lite quantization to weigh size, inference speed, and accuracy trade-offs before deploying to edge devices.

• Coursera
• 1 hour 27 minutes
• Self-Paced
• Paid Course

Coursera

Emerging Telecom Technologies: Edge Security Focus

Secure telecom edge infrastructure: analyze 5G, network slicing and IoT traffic with Wireshark and Nmap, deploy Huawei ESA architecture, and run vulnerability assessments.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course