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Edge Analytics: IoT and Data Science

Offered By: LinkedIn Learning

Tags

Edge Computing Courses Data Science Courses Internet of Things Courses Cloud Computing Courses Distributed Systems Courses Federated Learning Courses Network Architecture Courses

Course Description

Overview

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

Syllabus

Introduction
  • Leverage edge computing
  • Evolution of edge computing
  • What you should know
1. Introduction to Edge Computing
  • What is edge computing?
  • Edge computing: Use case 1
  • Edge computing: Use case 2
  • Components of edge computing
  • Edge computing infrastructure
2. Edge Computing Basics
  • Edge computing: Architecture basics
  • Edge computing: Networking
  • Edge computing: Storage
  • Edge computing: Compute
  • Edge computing: Management
3. Components of Edge Computing
  • Other edge computing requirements
  • Edge computing: Security
  • Edge computing: Governance
  • Edge configuration management
  • Edge data management
  • Edge computing: Operations
4. Edge Computing and Cloud Computing
  • Linking edge computing with cloud computing
  • Cloud-based edge computing services
  • Development and deployment of edge computing from the cloud
  • Demo: Azure edge-based services
  • Demo: AWS edge-based services
5. Building Edge Computing Systems
  • Building an edge computing solution
  • Edge computing: Design
  • Edge computing: Development
  • Edge computing: Deployment
  • Edge operations planning
6. The Future of Edge Computing
  • Next-generation edge computing
  • AI at the edge
  • Federated systems at the edge
  • Distributed security at the edge
  • Future edge-based applications
Conclusion
  • Staying current on edge computing

Taught by

Alan Simon

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