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  2. Edge Computing

Edge Computing Courses

Edge computing courses can help you learn data processing at the network's edge, real-time analytics, and distributed systems. You can build skills in optimizing latency, enhancing data security, and deploying edge devices effectively. Many courses introduce tools like AWS IoT Greengrass, Microsoft Azure IoT Edge, and Kubernetes, that support managing edge applications and integrating AI capabilities. You'll also explore key topics such as edge architecture, device management, and the role of edge computing in IoT solutions.

Popular Edge Computing Courses and Certifications


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  • L

    LearnQuest

    Edge Computing Fundamentals

    Skills you'll gain: Cybersecurity, Network Security, Internet Of Things, Communication Systems, Network Architecture, Network Infrastructure, Data Security, Information Privacy, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    AI Principles with Edge Computing

    Skills you'll gain: Artificial Intelligence, Internet Of Things, Unsupervised Learning, Python Programming, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Machine Learning, AI Integrations, Convolutional Neural Networks, Artificial Neural Networks, Reinforcement Learning

    4.8 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (6) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    AI Infrastructure: Orchestration and Automation

    Skills you'll gain: Kubernetes, AI Orchestration, AI Workflows, Containerization, Infrastructure as Code (IaC), Terraform, Cloud Infrastructure, Multi-Tenant Cloud Environments, Cloud Deployment, Capacity Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Real-World Edge Computing

    Skills you'll gain: Model Deployment, Application Deployment, Containerization, Security Controls, Kubernetes, Network Planning And Design, Cloud Computing, Applied Machine Learning, Docker (Software), DevOps, General Networking, Network Security, Software Design, Software Development, Application Design, Linux

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    Networking in Google Cloud

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Monitoring, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Network Routing, Network Planning And Design, Virtual Private Networks (VPN), Cloud Computing

    4.8 stars, 2K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.8 (2K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
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  • E

    Edge Impulse

    Edge AI for Microcontrollers

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Embedded Software, Model Training, Embedded Systems, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Applied Machine Learning, Responsible AI, Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Classification Algorithms, AI Product Strategy, Cloud Computing, Prototyping, Product Development

    4.8 stars, 922 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (922) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    Board Infinity

    Deploying Deep Learning: Quantization, Serving, and Edge AI

    Skills you'll gain: Model Deployment, Model Optimization, Cloud Deployment, Fine-tuning, Containerization, Docker (Software), Model Evaluation, Scalability

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Edge AI Fundamentals

    Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Data Processing, Industrial Engineering, Data Science, Product Development

    4.5 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    AI, Analytics, and Cloud Computing

    Skills you'll gain: Business Analytics, Business Intelligence, Data-Driven Decision-Making, Data Analysis, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Information Systems, Software Development, Cloud Services, Data Literacy, Cloud Infrastructure, IT Management, Information Technology, Machine Learning, Applied Machine Learning, Systems Development Life Cycle, Generative AI, DevOps, Data Visualization

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Hybrid and Multicloud AI & Edge Infrastructure

    Skills you'll gain: MLOps (Machine Learning Operations), Istio, AI Integrations, Hybrid Cloud Computing, Model Deployment, Cloud Computing Architecture, Cloud Platforms, Feature Engineering, Kubernetes, Systems Design, Cloud Infrastructure, Generative AI, Microsoft Azure, Infrastructure as Code (IaC), Job Analysis, CI/CD, Solution Architecture, Terraform, AI Security, Cloud Security

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    TinyML and On-Device Machine Learning

    Skills you'll gain: Anomaly Detection, Data Quality, Embedded Software, Feature Engineering, Applied Machine Learning, Artificial Neural Networks, Embedded Systems, Machine Learning, Verification And Validation, Machine Learning Algorithms, Internet Of Things, Performance Tuning, Digital Signal Processing, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • L

    LearnQuest

    IoT Systems and Industrial Applications with Design Thinking

    Skills you'll gain: User Research, Internet Of Things, Usability Testing, Prototyping, Design Thinking, Ideation, Automation, Advanced Analytics, Analytics, Solution Design, User Centered Design, Data-Driven Decision-Making, Human Centered Design, Data Management, Data Processing, Robotics, Systems Architecture, Network Protocols, Systems Integration, Information Systems Security

    4.5 stars, 55 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.5 (55) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1234…521

Best Edge Computing courses from LearnQuest

Top-rated Edge Computing courses offered by LearnQuest on Coursera.

  1. 1
    Edge Computing Fundamentals
    LearnQuestBeginner1 - 4 Weeks4.8(5)LearnQuest
  2. 2
    IoT Systems and Industrial Applications with Design Thinking
    LearnQuestBeginner1 - 3 Months4.5(55)LearnQuest

Best Edge Computing certificate programs

Earn a certificate in Edge Computing from top universities and companies.

  1. 1
    Networking in Google Cloud
    Google CloudIntermediate3 - 6 Months4.8(1,984)Specialization
  2. 2
    Edge AI for Microcontrollers
    Edge ImpulseIntermediate1 - 3 Months4.8(922)Specialization
  3. 3
    AI, Analytics, and Cloud Computing
    John Wiley & SonsBeginner1 - 3 MonthsSpecialization

Best Edge Computing courses for beginners

Top-rated beginner-friendly Edge Computing courses with no prerequisites.

  1. 1
    Edge AI Fundamentals
    Edge ImpulseBeginner1 - 4 Weeks4.5(12)No prerequisites
  2. 2
    TinyML and On-Device Machine Learning
    EdurekaBeginner1 - 4 WeeksNo prerequisites

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