Edge Analytics: IoT and Data Science

Edge Analytics: IoT and Data Science
Edge Analytics: IoT and Data Science

English | MP4 | AVC 1280×720 | AAC 48KHz 2ch | 2h 37m | 269 MB
eLearning | Skill level: Intermediate

Mobile devices, the Internet of Things (IoT), and other systems at the “edge” of the enterprise produce a vast amount of decentralized data. Instead of consolidating and syncing that data to perform analytics, why not produce the analytics at the edge and dramatically increase the availability and usability of data-driven insights? All of the major technology vendors, including Cisco, Oracle, and IBM, have embraced edge analytics. It is an important, emerging topic for anyone involved in business development, operations, or analytics to understand. This course introduces the concepts related to edge analytics, and explains how edge analytics fit alongside big data, traditional data warehousing, and other analytical environments. Instructor Alan Simon demonstrates sample architectures and core technologies such as intelligent digital video and sensor-produced data. He also reviews specific solutions from Intel, Cisco, and other vendors, and shows how edge analytics can be applied in four different use cases: retail, manufacturing, IT security and systems management, and energy exploration.

Topics include:

  • What is edge analytics?
  • Comparing big data analytics and edge analytics
  • Edge analytics frameworks
  • Intelligent video
  • Server technology
  • Data management
  • Vendor solutions for edge analytics
  • Enterprise edge analytics scenarios
+ Table of Contents

1 Welcome
2 What you should know

Edge Analytics Overview
3 Edge analytics basics
4 Examine the Internet of Things IoT and edge analytics
5 Compare big data analytics and edge analytics
6 Explore earlier efforts with the edge analytics concept
7 Make the case for edge analytics
8 Observe edge analytics at work in nature

Enable Technologies for Edge Analytics
9 Edge analytics frameworks
10 Examine analyticallyaware networking technology
11 Intelligent video
12 Dashboards and visualization for edge analytics
13 Explore server technology for edge analytics
14 Explore data management for edge analytics
15 Analytical algorithms for edge analytics

Explore Vendor Solutions for Edge Analytics
16 Cisco solutions for edge analytics
17 HPE and Dell solutions for edge analytics
18 IBM solutions for edge analytics
19 EdgeX Foundry framework for edge analytics
20 FogHorn edge analytics platform

Architect Enterprise Solutions with Edge Analytics
21 Edge analytics solutions for retail
22 Edge analytics solutions for manufacturing
23 Edge analytics solutions for IT security and systems management
24 Edge analytics solutions for energy exploration

25 Next steps