Services & Tools

  • AWS (amazon)
  • Google cloud
  • Microsoft Azure

For the individual modules FOM uses these tools:

Big-Data-Architecture & -Infrastructure

  • Hadoop
  • MapReduce
  • NoSQL
  • Data format (JSON, BSON, XML etc.)
  • Data Stream Management System

Big Data Analytics

  • Datenmanagment (SQL und NoSQL)
  • Visualisierungstechnik (z.B. Power BI von Microsoft)
  • KI / deep Learning (z.B. Rapidminer)

Applied Programming

  • Programmierung mit Phyton und R
  • Jupyter Notebook

Analysis of semi- and unstructured data

  • AWS cloud
    • Amazon Elastic MapReduce (Hadoop)
    • AWS Comprehend (Text Mining)
    • Redshift (Data Warehousing)
    • AWS Rekognition und Google Auto ML (Bilderkennung)
    • Elastic Compute Cloud (On-Demand-Computer)
    • SageMaker – Jupyter Authoring

Project management of Big-Data-Projects

  • None

Area of application: Business Analytics

  • None