Business intelligence and data warehousing

This course is part of Database systems Specialization

Instructor: María del Pilar Ángeles

Skills you'll gain

  •   Data Mining
  •   Database Design
  •   Apache Hadoop
  •   Data Warehousing
  •   Extract, Transform, Load
  •   MySQL
  •   Big Data
  •   Business Analytics
  •   Data Modeling
  •   Predictive Analytics
  •   SQL
  •   Star Schema
  •   Analytics
  •   Business Intelligence
  •   Data Transformation
  •   Unstructured Data
  • There are 6 modules in this course

    After completing this course, a learner will be able to ● Create a Star o Snowflake data model Diagram through the Multidimensional Design from analytical business requirements and OLTP system ● Create a physical database system ● Extract, Transform and load data to a data-warehouse. ● Program analytical queries with SQL using MySQL ● Predictive analysis with RapidMiner ● Load relational or unstructured data to Hortonworks HDFS ● Execute Map-Reduce jobs to query data on HDFS for analytical purposes Programming languages: For course 2 you will use the MYSQL language. Software to download: Rapidminer MYSQL Excel Hortonworks Hadoop framework In case you have a Mac / IOS operating system you will need to use a virtual Machine (VirtualBox, Vmware).

    Designing a Data Warehouse

    The ETL process and Analytical queries with SQL

    Predictive Analytics with Data mining

    The problem of integration and analysis of unstructured data

    Big Data and Hadoop Framework

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