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Snap4City Digital Twin Newsletter of September Bis 2023

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Submitted by roottooladmin1 on Wed, 09/27/2023 - 19:02

Dear Snap4City user [current-user:og-membership--1]

Finally the Training Course Snap4City (2023) has been made accessible to all
Smart City, Digital Twin, IoT/WoT, from data gathering, management to smart applications, business intelligence, artificial intelligence and Control Rooms

Platform Overview:

Title Videos Preliminary content description

Part 1: Overview

SLIDES

Interactive Slides

  

     
  • Needs of the Operators vs platform
  • Platform Overview: from data to interactive tools
  • Data Analytics, Artificial Intelligence
  • Some Cases by Domains: solutions vs analytics
  • Other Cases and scenarios
  • Overview of the next parts of the Course
  • References to other training material

Part 2: Dashboards production and management

SLIDES

Interactive Slides

      

        
  • Recall on Snap4City Architecture
  • Dashboards Purposes and Uses
  • Main Data Kinds: data vs representations
  • Dashboards Main Concepts and simple Widgets
  • Creating a Snap4City Dashboard, wizard
  • Multi Data Map Widget
  • High Level Types, video, external services, synoptics
  • Selector for the Multi Data Map Widget 
  • Data Inspector vs Data Processes Details
  • Dashboard Management
  • training material

Part 3: IOT App, Process Logic, Server Side Business Logic

SLIDES

Interactive Slides

      

        
  • Recall on Snap4City Architecture
  • Node-RED
  • IOT App = Node-RED + Snap4City
    • IoT App === Proc.Logic
  • Examples of IOT App for Smartening Solutions
  • Exploiting/Generating data by using: IoT App/Proc.Logic
  • External Service <-> IoT App/Proc.Logic 
  • Dashboards <-> IoT App/Proc.Logic
    • Server Side Business Logic
  • training material

Part 4: Data Analytics and Artificial Intelligence

SLIDES

Interactive Slides

    

         
  • Why and Where use DA, AI and XAI --> General Life Cycle
  • Data Processing
  • What is Data Analytics, DA and Artificial Intelligence, AI
  • List of the most relevant available DA and AI Solutions
  • Predictions and Anomaly detections 
  • Computing: Higher Level Types Data and their representations
  • How AI/XAI, and  Life Cycle
  • Using DA, AI, XAI in Snap4City infrastructure
    • Data Analytics <--> IoT App / Proc.Logic 
  • Decision Support Systems and What-If Analysis
  • Routing, Multimodal Routing, Dynamic Routing
  • Business Intelligence and Visual Analytics
  • training material

Part 5: Data Ingestion and Interoperability

SLIDES

Interactive Slides

 

 

  

    

     

          
  • When Solutions and  tools for Data Ingestion and Interoperability are needed
  • Overview of Snap4City Data Storage and Stack
  • Knowledge Base: Modelling and Setting Up
  • High Level Types vs Ingestion Process
  • Data Ingestion Strategy and Orientation
  • Ingestion of Points of Interest with POI Loader
  • Models vs Devices/Entities and Registration
  • Verification of Data Ingestion
    • Digital Twin Data Inspector vs Data Processes Details 
    • My Data Dashboard Dev to assess data on Open Search Storage
  • An Integrated Example for Time Series
  • Entities Ingestion with Data Table Loader 
  • High Performance Ingestion via Python
  • FIWARE Smart Data Models on Snap4City
  • Ingestion of MyKPI with Proc.Logic / IoT App
  • training material

Part 6: Snap4City Platform Architecture, Interoperability, Management and Deploy

SLIDES

Interactive Slides

    

         
  • Snap4City Architecture
  • Interoperability of Snap4City Platform
  • Interoperability with respect to Hardware staff
  • Adding Features and Modules to Snap4City
  • FIWARE and Snap4City
  • Snap4City vs State of the Art Solutions
  • Smart City planning with Snap4City Team Support
  • The Role of the Living Lab Support
  • Snap4City Platform: Administration Overview
  • Snap4Tech: Smart Solutions as a Service
  • Deploy Snap4Tech solutions: Docker Based
  • training material

Part 7: Exploiting Snap4City API, and Web/Mobile Applications SDK

SLIDES

Interactive Slides

   

         
  • Smart City API: Internal and External
  • Concepts and tools for using Knowlege Base, ServiceMap, API
  • Federated Knowledge Bases and Smart City APIs
  • Advanced Smart City API
  • Access to Protected data
  • Forging and managing: Mobile and Web Apps, MicroApplications
  • Web and Mobile App Development Kit
  • training material

Part 8: Developing Smart Applications & Business Intelligence Solutions

SLIDES

Interactive Slides

    

          
  • Developing in the smart city IoT/WoT context
  • Smart Solutions Development Life Cycle
  • Analysis for Innovation (Co-Creation and Co-Working)
  • Design: Data, Data Models, Data Relationships
  • Design & Develop: Data Processes Proc.Logic / IoT App
  • Design & Develop of Data Analytics
  • Design & Develop: user interfaces, visual tools
  • Visual Analytic vs Data Analytics: Client Side Business Logic Intelligence
  • Design and Control of Smart Applications
  • What is missing here and you can get from former course
  • training material

FORMER VERSION OF THE COURSE WHICH CONTAINS details not present in the above coruse

  

Snap4City newsletter
Snap4City Digital Twin Newsletter of September Bis 2023 | Snap4City

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