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Big	
  Data	
  Analytics	
  and	
  Data	
  Science	
  
1
Cheow	
  Lan	
  Lake,	
  Thailand	
  
โกเมษ​ จันทวิมล.
การบรรยายเชิงปฎิบัติการ .
31 ตุลาคม 2558 	
  
Komes	
  Chandavimol	
  
หลักสูตร ปริญญาโท IT (Big Data) ภาควิชา วิทยาการคอมพิวเตอร์9
มหาวิทยาลัย ขอนแก่น9
2
http://www.adweek.com/prnewser/how-many-times-do-the-worlds-social-media-users-click-every-minute/117427
https://www.domo.com/learn/data-never-sleeps-3-0
Data	
  Growth	
  
3
Big	
  Data(Volume,Variety,Velocity)	
  
4
Big	
  Data	
  Technologies	
  
5
HADOOP	
  
6
RDBMS	
  &	
  NOSQL	
  
7
http://opensource.com/life/14/8/intro-apache-hadoop-big-data
HADOOP	
  Distributions	
  
8
Traditional	
  Data	
  Management	
  Architecture	
  
9
http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
Traditional	
  Data	
  Management	
  Architecture	
  
10
http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
New	
  Data	
  Management	
  Architecture	
  
11
http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
Data	
  Lake	
  
12
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now
Data	
  Lakes	
  
13
www.emc.com
Data	
  Lake	
  and	
  Data	
  Warehouse	
  
14
Hadoop Distributed Compared,BlazeClan Technology,2015
Data	
  Lake	
  and	
  Data	
  Warehouse	
  
15
Hadoop Distributed Compared,BlazeClan Technology,2015
Data	
  Lakes	
  
16
http://www.kdnuggets.com/2015/09/data-lake-vs-data-warehouse-key- differences.html
Data	
  Lake	
  Arthiechture	
  
17
http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html
Cloudera	
  Distributed	
  using	
  Hadoop	
  
(CDH)	
  
18
http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html
How	
  the	
  Data	
  Lake	
  works?	
  
19
http://www.clearpeaks.com/blog/category/tableau
Traditional	
  Enterprise	
  Data	
  warehouse	
  	
  
20
http://www.kdnuggets.com/2014/05/big-data-landscape-v30-analyzed.html
Big	
  Data	
  Analytics	
  
21http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/
Big	
  Data	
  Analytics	
  
22
https://reflectionsblog.emc.com/2015/02/data-lake-platform-business-transformation/
Big	
  Data	
  Analytics	
  
23
http://dataofthings.blogspot.com/2014/04/the-bbbt-sessions-hortonworks-big-data.html
Big	
  Data	
  Analytics	
  
24
http://www.gartner.com/it-glossary/predictive-analytics
Analytics	
  3.0	
  
25
https://hbr.org/2013/12/analytics-30
*  Multiple	
  types	
  of	
  data,	
  often	
  combined.	
  
*  A	
  new	
  set	
  of	
  data	
  management	
  options.	
  
*  Faster	
  technologies	
  and	
  methods	
  of	
  analysis.	
  
*  Embedded	
  analytics	
  
*  Data	
  discovery	
  
*  Cross-­‐disciplinary	
  data	
  teams	
  
*  Chief	
  analytics	
  officers.	
  
*  Prescriptive	
  analytics.	
  
*  Analytics	
  on	
  an	
  industrial	
  scale.	
  
*  New	
  ways	
  of	
  deciding	
  and	
  managing.	
  
26
Analytics	
  3.0	
  
https://hbr.org/2013/12/analytics-30
Questions?	
  
27

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Big Data Analytics and Data Science