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Business Intelligence and Data Warehousing
Coursera
Course
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Business Intelligence and Data Warehousing

Universidad Nacional Autónoma de México

Learn to design and develop analytical information systems and data warehouses, handling big data integration and predictive analysis using Hadoop and SQL tools.

Unknown6 weeksEnglish14,024 enrolled

About this Course

Welcome to the specialization course Business Intelligence and Data Warehousing. This course will be completed on six weeks, it will be supported with videos and various documents that will allow you to learn in a very simple way how to identify, design and develop analytical information systems, such as Business Intelligence with a descriptive analysis on data warehouses. You will be able to understand the problem of integration and predictive analysis of high volume of unstructured data (big data) with data mining and the Hadoop framework. 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)

What You'll Learn

  • Understand big data integration and analysis with Hadoop
  • Create Star and Snowflake data models
  • Build physical database systems
  • Extract, Transform, Load data into warehouses
  • Program analytical queries with SQL
  • Perform predictive analysis with RapidMiner

Prerequisites

  • Basic familiarity with topic terminology
  • Willingness to engage in applied exercises and case studies

Instructors

M

María del Pilar Ángeles

Full time professor at the Department of Computer Engineering

Topics

Data Analysis
Data Science
Predictive Analytics
Big Data
Extract, Transform, Load
Data Mining
SQL
Business Analytics
Database Design
Data Modeling

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
التحليلات التنبؤية
البيانات الضخمة
الاستخراج والتحويل والتحميل
تنقيب البيانات
SQL
تحليل الأعمال
Database Design
Data Modeling

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