BIG DATA - Modelado y Administración de Sistemas

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BIG DATA - Modelado y Administración de Sistemas

* Introducción al modelado y administración de los sistemas de BIG DATA

Data Ingestion
Data Storage
Data Quality
Data Operations
Data Scalability and Security


* Big Data Modeling

What is a Data Model?
Introduction to Data Models
Data Model Structures
Data Model Operations
Data Model Constraints
What Is A Relational Data Model?
Semistructured Data Model?
What is a Semistructured Data Model?
Utilization of XML or JSON on the Internet
Exploring the Relational Data Model of Comma Separated Values (CSV)
Exploring the Relational Data Model of CSV Files
Exploring the Semistructured Data Model of JSON data
Exploring the Array Data Model of an Image
Exploring Sensor Data
Vector Space Model
Graph Data Model
Other Data Models
Exploring Vector Data Models with Lucene
Exploring the Lucene Search Engine's Vector Data Model
Exploring Graph Data Models with Gephi


* Working With Data Models

Data Models vs. Data Formats
Working with Streaming Data
What is a Data Stream?
Why is Streaming Data different?
Understanding Data Lakes
Data Formats and Streaming Data Quiz
Exploring Streaming Sensor Data


* Big Data Management: The "M" in DBMS

Why Data Management?
DBMS-based and non-DBMS-based Approaches to Big Data
From DBMS to BDMS
Semistructured Data – AsterixDB
LecciónSolr: Managing Text
Relational Data – Vertica


* Designing a Big Data Management System for an Online Game: "Catch the Pink Flamingo"

What is an Information System?
Analytical tasks
Designing a Data Model
Using the data model