Hadoop in Practice
I had the privilege to get an early release of the Hadoop in Practice book from Manning Publishers. The book has the following chapters:
Table of Contents |
1: Getting started – FREE
Part I: Data Logistics
2: Moving Data in and out of Hadoop
3: Data Serialization: Working with Text and BeyondPart II: Big Data Patterns
4: Applying MapReduce Patterns to Big Data
5: Streamlining HDFS for Big Data
6: Measuring and Optimizing Performance
Part III: Data Science
7: Utilizing Data Structures and Algorithms
8. Applying Statistics
9. Machine Learning
Part IV: Taming the Elephant
10. Hive
11. Pig
12. Crunch and Other Technologies
13. Testing and Debugging
14: Job Coordination
15. Proficient Administration
Appendixes
A: Related Technologies
B: Hadoop Built-in Ingress and Egress Tools
C: HDFS Dissected
D: Optimized MapReduce Join Frameworks |
If you are new to Hadoop or a manager and want to learn how Hadoop can help solve your big data challenges then this book is for you.
You can purchase the book online here:
http://www.manning.com/holmes/
Great investment and lots of great content.
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