Introduction to Big Data Modeling and Management-What is in this course?
Welcome to Big Data Modeling and Management
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Why is this a New Course in the Big Data Specialization?
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Introduction to Big Data Modeling and Management-Why Big Data Modeling and Management?
Summary of Introduction to Big Data (Part 1)
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Summary of Introduction to Big Data (Part 2)
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Summary of Introduction to Big Data (Part 3)
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Slides: Summary of Introduction to Big Data
Big Data Management "Must-Ask Questions"
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Data Ingestion
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Data Storage
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Data Quality
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Data Operations
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Data Scalability and Security
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Slides: Big Data Management
Reading on Storage Systems
Introduction to Big Data Modeling and Management-Real Big Data Management Applications
Energy Data Management Challenges at ConEd
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Slides: Energy Data Management Challenges at ConEd
Gaming Industry Data Management: Q&A with Apmetrix CTO Mark Caldwell
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Flight Data Management at FlightStats: A Lecture by CTO Chad Berkley
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Slides: Flight Data Management at FlightStats
Introduction to Big Data Modeling and Management-Hands-On
Downloading and Installing the Cloudera VM Instructions (Windows)
Downloading and Installing the Cloudera VM Instructions (Mac)
Instructions for Downloading Hands On Datasets
Big Data Modeling-What is a Data Model?
Introduction to Data Models
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Data Model Structures
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Data Model Operations
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Data Model Constraints
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Slides: What Is A Data Model?
Big Data Modeling-Hands-On
Introduction to CSV Data
Introduction to CSV Data
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Big Data Modeling-Different Kinds of Data Models (Part 1)
What is a Relational Data Model?
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Slides: What Is A Relational Data Model?
What is a Semistructured Data Model?
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Slides: What is a Semistructured Data Model?
Big Data Modeling-Hands-On
Exploring the Relational Data Model of Comma Separated Values (CSV)
Exploring the Relational Data Model of CSV Files
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Exploring the Semistructured Data Model of JSON data
Exploring the Semistructured Data Model of JSON data
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Exploring the Array Data Model of an Image
Exploring the Array Data Model of an Image
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Exploring Sensor Data
Exploring Sensor Data
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Big Data Modeling (Part 2)-Different Kinds of Data Models (Part 2)
Vector Space Model
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Slides: Vector Space Model
Graph Data Model
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Slides: Graph Data Model
Other Data Models
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Slides: Other Data Models
Big Data Modeling (Part 2)-Hands-On
Exploring Vector Data Models with Lucene
Exploring the Lucene Search Engine's Vector Data Model
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Exploring Graph Data Models with Gephi
Exploring Graph Data Models with Gephi
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Working With Data Models-Data Models vs. Data Formats
Data Model vs. Data Format
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Slides: Data Model vs. Data Format
Working With Data Models-Working with Streaming Data
What is a Data Stream?
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Slides: What is a Data Stream?
Why is Streaming Data different?
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Slides: Why is Streaming Data Different?
Understanding Data Lakes
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Slides: Understanding Data Lakes
Working With Data Models-Hands-On: Handling Data Streams
Exploring Streaming Sensor Data
Exploring Streaming Sensor Data
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Instructions for Creating a Twitter App (Optional)
Exploring Streaming Twitter Data (Optional)
Exploring Streaming Twitter Data (Optional)
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Big Data Management: The "M" in DBMS-Why Data Management?
DBMS-based and non-DBMS-based Approaches to Big Data
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Slides: DBMS-based and non-DBMS-based Approaches to Big Data
Big Data Management: The "M" in DBMS-From DBMS to BDMS
From DBMS to BDMS
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Redis: An Enhanced Key-Value Store
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Aerospike: a New Generation KV Store
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Semistructured Data – AsterixDB
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Solr: Managing Text
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Relational Data – Vertica
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Slides: From DBMS to BDMS
Designing a Big Data Management System for an Online Game-What is an Information System?
A Game by Eglence Inc. : Catch The Pink Flamingo