How big data tranform your business? Data Science Thailand Meet up #6
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Transcript of How big data tranform your business? Data Science Thailand Meet up #6
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How Big Data Transform Your Business?
1 Cheow Lan Lake, Thailand
โกเมษจันทวิมลKomes Chandavimol
Data Science Thailand Meet up #6 - Chiang Mai
1 เมษายน 2559 มหาวทิยาลยัเชียงใหม่
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2http://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
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Internet of Things
http://topmanagement.com.mx/innovacion-social-y-
empresarial-objetivo-de-hitachi/
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The Growth of Data
4http://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
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What is Big Data?
6http://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
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The Emergence of Big Data Tools
7http://blogs.forrester.com/category/hadoop
http://solutions.forrester.com/Global/FileLib/webinars/Big_Data_-_Gold_Rush_or_Illusion.pdf
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Hadoop Ecosystem
8http://opensource.com/life/14/8/intro-apache-hadoop-big-data
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RDBMS & NOSQL
9http://opensource.com/life/14/8/intro-apache-hadoop-big-data
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HADOOP Distributions
10
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Traditional Data Management Architecture
11http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
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Traditional Data Management Architecture
12http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
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New Data Management Architecture
13http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
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Data Lake
14
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now
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Data Lakes
15
http://www.kdnuggets.com/2015/09/data-lake-vs-data-warehouse-key- differences.html
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Data Lake Arthiechture
16http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html
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Cloudera Distributed using Hadoop (CDH)
17http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html
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Big Data Analytics
18http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/
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19http://www.kdnuggets.com/2014/05/big-data-landscape-v30-
analyzed.html
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Big Data Analytics
26http://dataofthings.blogspot.com/2014/04/the-bbbt-sessions-hortonworks-big-data.html
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Big Data Analytics
27https://reflectionsblog.emc.com/2015/02/data-lake-platform-business-transformation/
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Big Data Analytics
28http://www.gartner.com/it-glossary/predictive-analytics
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Data
New Analytic Insights(Information, knowledge, data story)
Data Product+ Visualization
Mass Analytic Tools
Recommender systems
Machine Learning
Complex Event Processing Data Science Team
Data
ScientistPicture:http://www.clipartpanda.com/categories/scientist-clip-art
The Roles of Data Science
Doing Data Science by O'Neil et al (2013)
DatascienceTh.com
Datafication
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Algorithm & Machine Learning
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Algorithm/ML
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Valuable?
Need Algorithm/ML?
Need Data Lake?
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Use Case
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Recommendation system
Google.com
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Recommendation system
https://hbr.org/2014/12/why-health-care-may-finally-be-ready-for-big-data
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Healthcare/Hospital
http://www.datanami.com/2014/08/27/data-startup-targets-
machine-learning-healthcare/
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Customer 720
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1) Enhanced customer experience
2) Optimize store operations
3) Improved inventory and supply chain management
4) Capture new revenue opportunities
39
Retail Industry
http://www.forbes.com/sites/ibm/2015/12/28/four-ways-the-internet-of-things-will-innovate-the-retail-
industry/?strref=http:%2F%2Fwww.forbes.com#387dceaccc4d
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Insurance Industry
https://www.facebook.com/imcinstitute/photos/a.138907529589929.32015.13535342994533
9/543858392428172/?type=3&theater
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Automobile
Bodily injury claims
Medical expenses
Premium rating errors
Suspicious claims
Medical claims
Insurance claims
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Fraud Detection
https://hbr.org/2014/12/why-health-care-may-finally-be-
ready-for-big-data
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Image Processing
Project Oxford, microsoft
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Smart (Algorithm) + IoT
Credit Venkatraman Venkitachalam
https://www.linkedin.com/pulse/big-data-rule-your-home-matt-reaney?published=t
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Travel & Hospitality
http://www.rightrelevance.com/search/articles/hero?article=4e57138769907e9
694ea412b8093f401006b4607&query=data+science&taccount=ml_toparticles
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1. To Optimize freight movements and routing
2. To Determine Inventory on Hand
3. To Improve the End-to-End Customer Experience
4. To Reduce Environmental Impact and Increase Safety
45
Transportations
http://blog.tyronesystems.com/?p=1909
http://ecmapping.com/technews/2016/03/09/transportation-in-the-age-of-iot-big-data-and-emerging-
technologies/
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Smart Traffic Light
http://blog.hypriot.com/post/traffic-light/
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Big Data Helping to Pinpoint Terrorist Activities
https://www.facebook.com/DataScienceTh/posts/10439
74312312482
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For Company, how to start?
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How to get in?
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Demo
50http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/