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  

21 http://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