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Data at the Edge & Edge Computing

Learn about data at the edge, edge computing, and communication between edge, on-prem, and cloud environments. Covers data collection, performance and security, efficiency, and next-gen ML model training.

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About this course

This course introduces the concepts of data at the edge and the power of edge computing. Edge data collection and how it works with real-time streaming are key differentiators from standard edge computing. As enterprises transition from a cloud focus to an edge focus, there are impacts to on-prem, and hybrid or cloud operations, which are reviewed here. Lastly, a few industry solutions using data at the edge and edge computing illustrate how enterprises are managing their data transformations. 

What's Covered

Data at the edge and real-time streaming

  • Different types of data storage/processing environments and considerations
  • Overview of real-time streaming
  • Future trends in data transformation

What is edge computing?

  • Differentiate edge computing from edge data collection
  • Explore the benefits of edge computing
  • Understand the window of opportunity and reaction times
  • Learn about the three categories of edge deployment strategies
  • The Intelligent Edge
  • Enterprise cloud-out/edge-In strategies

Industry solutions

  • Solutions covering the environment, healthcare, manufacturing, and self-driving cars

Curriculum38 min

  • Preview
    Course topics 1 min
  • Data at the edge and real-time streaming 13 min
  • What is edge computing? 13 min
  • Industry solutions 11 min
  • Quiz
  • Related Content
  • Blogs, articles, developer stuff

About this course

This course introduces the concepts of data at the edge and the power of edge computing. Edge data collection and how it works with real-time streaming are key differentiators from standard edge computing. As enterprises transition from a cloud focus to an edge focus, there are impacts to on-prem, and hybrid or cloud operations, which are reviewed here. Lastly, a few industry solutions using data at the edge and edge computing illustrate how enterprises are managing their data transformations. 

What's Covered

Data at the edge and real-time streaming

  • Different types of data storage/processing environments and considerations
  • Overview of real-time streaming
  • Future trends in data transformation

What is edge computing?

  • Differentiate edge computing from edge data collection
  • Explore the benefits of edge computing
  • Understand the window of opportunity and reaction times
  • Learn about the three categories of edge deployment strategies
  • The Intelligent Edge
  • Enterprise cloud-out/edge-In strategies

Industry solutions

  • Solutions covering the environment, healthcare, manufacturing, and self-driving cars

Curriculum38 min

  • Preview
    Course topics 1 min
  • Data at the edge and real-time streaming 13 min
  • What is edge computing? 13 min
  • Industry solutions 11 min
  • Quiz
  • Related Content
  • Blogs, articles, developer stuff

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