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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


  • Status: Free Trial
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    LearnQuest

    Edge Computing Fundamentals

    Skills you'll gain: Cybersecurity, Network Security, Internet Of Things, Cyber Security Strategy, Infrastructure Security, Cyber Attacks, Communication Systems, Wireless Networks, Network Protocols, Network Architecture, Network Infrastructure, Hardware Architecture, Data Security, Digital Communications, Distributed Computing, Networking Hardware, Information Privacy, Automation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    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, Machine Learning, AI Integrations, Convolutional Neural Networks, Image Analysis, Artificial Neural Networks, Reinforcement Learning, Emerging Technologies, Healthcare 5.0, Data Preprocessing, Natural Language Processing, Model Evaluation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    AWS Certified Cloud Practitioner CLF-C02

    Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, Cloud Security, Cloud-Native Computing, Amazon S3, Network Architecture, Cloud Services, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Cloud Computing Architecture, Cloud Storage, Cloud Management, Cloud Infrastructure, Data Integration, IT Automation, Virtual Networking, Cloud Solutions, Network Planning And Design, Cloud Platforms, AWS CloudFormation

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Hands-On Industrial Internet of Things

    Skills you'll gain: AWS SageMaker, Internet Of Things, Model Deployment, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Real Time Data, Applied Machine Learning, Apache Airflow, Control Systems, Cybersecurity, Grafana, Firewall, Cloud Computing, Cloud Infrastructure, Automation, Artificial Intelligence, Python Programming, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
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    Packt

    Real-World Edge Computing

    Skills you'll gain: Model Deployment, Cloud-Native Computing, Application Deployment, Containerization, Security Controls, Kubernetes, IBM Cloud, Network Planning And Design, MLOps (Machine Learning Operations), Cloud Computing, Applied Machine Learning, Computing Platforms, Enterprise Application Management, Continuous Deployment, Cloud Infrastructure, Docker (Software), Application Security, DevOps, Software Design, Software Development

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edge Impulse

    Edge AI for Microcontrollers

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

    4.8
    Rating, 4.8 out of 5 stars
    ·
    904 reviews

    Intermediate · Specialization · 1 - 3 Months

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  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Security at the Edge

    Skills you'll gain: Continuous Monitoring, Cybersecurity, Security Management, Network Security, Security Strategy, Risk Management Framework, Internet Of Things, Cyber Risk, Threat Management, Hardening, Cyber Security Strategy, Infrastructure Security, Cloud Security, Security Engineering, Endpoint Security, Cyber Attacks, Security Controls, Computer Hardware, Risk Analysis, Network Infrastructure

    4.3
    Rating, 4.3 out of 5 stars
    ·
    7 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: 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, Industrial Engineering, Data Science, Product Development

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    B

    Board Infinity

    Deploying Deep Learning: Quantization, Serving, and Edge AI

    Skills you'll gain: Model Deployment, Application Deployment, Model Optimization, MLOps (Machine Learning Operations), Cloud Deployment, Fine-tuning, Containerization, LLM Application, Large Language Modeling, Docker (Software), Model Evaluation, API Design, Scalability, Memory Management

    Advanced · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Encryption, Cybersecurity, Operating Systems, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Cryptography, Firewall, Network Monitoring, Virtualization, Authorization (Computing), Active Directory, Business Software, General Data Protection Regulation (GDPR), Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud AI Infrastructure

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, AI Integrations, Hardware Architecture, Model Optimization, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Computer Hardware, Computer Architecture, MLOps (Machine Learning Operations), Model Training, Cloud Platforms, Computing Platforms, Performance Tuning, Interoperability, Artificial Intelligence, Product Demonstration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    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, Usability, Advanced Analytics, Analytics, User Experience Design, User Centered Design, Data-Driven Decision-Making, IT Automation, Human Centered Design, Data Management, Data Processing, Robotics, Systems Architecture, Hardware Architecture

    4.5
    Rating, 4.5 out of 5 stars
    ·
    54 reviews

    Beginner · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular edge computing courses

  • Edge Computing Fundamentals: LearnQuest
  • AI Principles with Edge Computing: L&T EduTech
  • AWS Certified Cloud Practitioner CLF-C02: Packt
  • Hands-On Industrial Internet of Things: Packt
  • Real-World Edge Computing: Packt
  • Edge AI for Microcontrollers: Edge Impulse
  • Security at the Edge: LearnQuest
  • Edge AI Fundamentals: Edge Impulse
  • Deploying Deep Learning: Quantization, Serving, and Edge AI: Board Infinity
  • Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems: Microsoft

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