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by Edd Wilder-James
Planning for Big Data
Planning for Big Data
Introduction
1. The Feedback Economy
Data-Obese, Digital-Fast
The Big Data Supply Chain
Data collection
Ingesting and cleaning
Hardware
Platforms
Machine learning
Human exploration
Storage
Sharing and acting
Measuring and collecting feedback
Replacing Everything with Data
A Feedback Economy
2. What Is Big Data?
What Does Big Data Look Like?
Volume
Velocity
Variety
In Practice
Cloud or in-house?
Big data is big
Big data is messy
Culture
Know where you want to go
3. Apache Hadoop
The Core of Hadoop: MapReduce
Hadoop’s Lower Levels: HDFS and MapReduce
Improving Programmability: Pig and Hive
Improving Data Access: HBase, Sqoop, and Flume
Getting data in and out
Coordination and Workflow: Zookeeper and Oozie
Management and Deployment: Ambari and Whirr
Machine Learning: Mahout
Using Hadoop
4. Big Data Market Survey
Just Hadoop?
Integrated Hadoop Systems
EMC Greenplum
IBM
Microsoft
Oracle
Availability
Analytical Databases with Hadoop Connectivity
Quick facts
Hadoop-Centered Companies
Cloudera
Hortonworks
An overview of Hadoop distributions (part 1)
An overview of Hadoop distributions (part 2)
Notes
5. Microsoft’s Plan for Big Data
Microsoft’s Hadoop Distribution
Developers, Developers, Developers
Streaming Data and NoSQL
Toward an Integrated Environment
The Data Marketplace
Summary
6. Big Data in the Cloud
IaaS and Private Clouds
Platform solutions
Amazon Web Services
Elastic Map Reduce
DynamoDB
Google
BigQuery
Prediction API
Microsoft
Big data cloud platforms compared
Conclusion
Notes
7. Data Marketplaces
What Do Marketplaces Do?
Infochimps
Factual
Windows Azure Data Marketplace
DataMarket
Data Markets Compared
Other Data Suppliers
8. The NoSQL Movement
Size, Response, Availability
Changing Data and Cheap Lunches
The Sacred Cows
Other features
In the End
9. Why Visualization Matters
A Picture Is Worth 1000 Rows
Types of Visualization
Explaining and exploring
Your Customers Make Decisions, Too
Do Yourself a Favor and Hire a Designer
10. The Future of Big Data
More Powerful and Expressive Tools for Analysis
Streaming Data Processing
Rise of Data Marketplaces
Development of Data Science Workflows and Tools
Increased Understanding of and Demand for Visualization
About the Author
Copyright
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Microsoft SQL Server 2012
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