big data analytics and data science
Post on 12-Jan-2017
1.531 Views
Preview:
TRANSCRIPT
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
top related