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0. Ұ

 

1. ǻüҰ

[MAPR Academy] Introduction to Big Data

GFS , Bigtable

2. ġ ϵ Ұ

[MAPR Academy] Apache Hadoop Essentials

 

3-1. Ŭ ǽ ȯ
  3-2.

[ǻͱ] ǽ1. VirtualBox ǽ ÷

 

4. ϵ Ŭ ġ

How to install Hadoop on Ubuntu 18.04 Bionic Beaver Linux

 

5. ʸེ Ұ

[MAPR Academy] Build Hadoop MapReduce Applications
Lesson 1: Introduction to MapReduce

MapReduce

6. ʸེ

[MAPR Academy] Build Hadoop MapReduce Applications
Lesson 2: Job Execution Framework
Lesson 3: Write a MapReduce Program

 

7. ġ ũ Ұ

[MAPR Academy] Introduction to Apache Spark

Lesson 1: Introduction to Apache Spark

ũ

8. Į α׷

LearningScalarMaterials

9. ũ ͼƮ

[MAPR Academy] Introduction to Apache Spark
Lesson 2: Create Datasets

10. ø Ʈ

Apache Zeppelin

11. ũ ͼƮ 1

[MAPR Academy] Introduction to Apache Spark
 Lesson 3: Apply Operations on Datasets

ũ SQL

12. ũ ͼƮ 2

[MAPR Academy] Introduction to Apache Spark
 Lesson 3: Apply Operations on Datasets

 

13. ũ

[MAPR Academy] Build a Simple Apache Spark Application
 Lesson 4:  Build a Simple Apache Spark Application

 

  14. ũ ͸

[MAPR Academy] Build a Simple Apache Spark Application
 Lesson 5:  Monitor Apache Spark Applications

 

15. ũ Ʈ

[MAPR Academy] Advanced Apache Spark

Lesson 6: Create an Apache Spark Streaming Application

 

16. ũ ׷

[MAPR Academy] Advanced Apache Spark

Lesson 7: Use Apache Spark GraphFrame

Analyzing Flight Delays with Apache Spark GraphFrames and MapR Database

17. ũ MLib

[MAPR Academy] Advanced Apache Spark

Lesson 8: Use Apache Spark MLib

ALS

 

         Ʈ
http://learn.mapr.com/                 MapR ī
http://hadoop.apache.org/              ġ ϵ
http://spark.apache.org/               ġ ũ
https://github.com/apache/spark        Git ũ
https://research.google.com/           ġ

https://www.data.go.kr/                  
https://grouplens.org/
                ̳׼Ÿ GroupLens, ȭ Ʈ
http://archive.ics.uci.edu/ml          UCI Machine Learning Repository, н Ʈ
https://physionet.org/physiobank/      üȣ

         : 10%, ǥ 60%, 30%