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ACSIP- Association of Chinese Senior IT Professionals
Big Data Event
Brought you By
ACSIP & IBM Big Data University
2015-12-06
Join ACSIP WeChat Group by scanning QR Code with a note “ACSIP Group” for invitation
ACSIP- Association of Chinese Senior IT Professionals
http://www.acsip.org
ACSIP Board Of Directors & IBM Speakers
Join ACSIP WeChat Group by scanning QR Code with a note “ACSIP Group” for invitation
@bigdatau #BDUmeetup
BIG DATA TOOLS AND CASE STUDIES Dec 6th, 2015 Leo Wu leow@ca.ibm.com Advisory Software Engineer Emerging Technologies, IBM Analytics Platform
© 2015 BigDataUniversity.com 1
@bigdatau #BDUmeetup
© 2015 BigDataUniversity.com 2
Senior Big Data Program Manager & Technical Evangelist Emerging Technologies IBM Analy;cs Pla<orm
Raul Chong Polong Lin
Data Scien;st Emerging Technologies IBM Analy;cs Pla<orm
@bigdatau #BDUmeetup
AGENDA
§ Big Data University and Meetup
§ Learning Path in Big Data
§ Big Data Tools - Data Scientist Workbench
§ Case Studies and Demo
© 2015 BigDataUniversity.com 3
@bigdatau #BDUmeetup
AGENDA
§ Big Data University and Meetup
§ Learning Path in Big Data
§ Big Data Tools - Data Scientist Workbench
§ Case Studies and Demo
© 2015 BigDataUniversity.com 4
@bigdatau #BDUmeetup
SMARTER ENTERPRISES ARE ABLE TO BALANCE OPTIMIZATION WITH INNOVATION
Innovate how we engage, make decisions and work
Op4mize our IT infrastructure, data and processes
Line of Business Leaders Marke;ng Leaders
Sales Leaders Finance & HR Leaders
Technology Leaders Chief Informa;on Officers Technology Architects Dev & Ops Leaders
Drives Investment
Drives Need
@bigdatau #BDUmeetup
WHAT IS BIG DATA UNIVERSITY (BDU)?
@bigdatau | Page 6
bigdatauniversity.com
@bigdatau #BDUmeetup
WHAT IS BIG DATA UNIVERSITY (BDU)?
– A community initiative led by IBM
– @yourpace, @yourplace online courses about data
– Developed by industry experts
– Free courses by the community with hands-on labs
– Certificate of completion and badges
– Looking for contributors!
7 © 2015 BigDataUniversity.com | #BDUmeetup
BigDataUniversity.com
@bigdatau #BDUmeetup
QUICK TOUR OF BIG DATA UNIVERSITY
8 © 2015 BigDataUniversity.com | #BDUmeetup
BigDataUniversity.com
BigDataUniversity.com.br In Portuguese:
BigDataUniversity.com.cn In Chinese:
@bigdatau #BDUmeetup
ANALYTICS FOR ALL: IN SUPPORT OF THE UN GOALS
9 © 2015 BigDataUniversity.com | #BDUmeetup
globalgoals.org
@bigdatau #BDUmeetup
CANADIAN TOUR AND EXPANDING!
10 © 2015 BigDataUniversity.com | #BDUmeetup
@bigdatau #BDUmeetup
MEETUP DETAILS
§ Live streaming, video replay, materials available: bigdatauniversity.com/events
§ Tweet in general and for questions: @bigdatau #BDUmeetup
§ Supporting Big Data University (BDU) course to this meetup:
“Getting started with Data Science”
“Spark Fundamentals”
11 © 2015 BigDataUniversity.com | #BDUmeetup
@bigdatau #BDUmeetup
NEXT MEETUPS: DATA SCIENCE WORKSHOP SERIES
© 2015 BigDataUniversity.com 12
All Toronto meetups are live streamed and recorded bigdatauniversity.com/events
meetup.com/Toronto-‐BDU-‐Big-‐Data-‐University-‐Meetup/
@bigdatau #BDUmeetup
AUDIENCE ANALYTICS § 5-question anonymous poll § We will see answers in real time
© 2015 BigDataUniversity.com 13
http://bit.ly/acsipDec06
@bigdatau #BDUmeetup
AGENDA
§ Big Data University and Meetup
§ Learning Path in Big Data
§ Big Data Tools - Data Scientist Workbench
§ Case Studies and Demo
© 2015 BigDataUniversity.com 14
@bigdatau #BDUmeetup
LEARNING PATH - BIG DATA UNIVERSITY
§ Data Science
- Getting Started with Data Science - Data Science Methodology - Introduction to R - Watson Analytics § Data Cleaning and exploration - Introduction to OpenRefine - Exploring CO2 Emissions Data using Pandas data frames in Python - Exploring and Visualizing the Number of Out-of-School Children Around the World using Python
© 2015 BigDataUniversity.com 15
@bigdatau #BDUmeetup
LEARNING PATH - BIG DATA UNIVERSITY
© 2015 BigDataUniversity.com 16
n Machine Learning and Data Analysis -‐ Data Mining Algorithms -‐ Introduc5on to Data Analysis using R -‐ Machine Learning – Cluster Analysis
n Big Data -‐ Spark Fundamentals I -‐ Spark Fundamentals II
@bigdatau #BDUmeetup
AGENDA
§ Big Data University and Meetup
§ Learning Path in Big Data
§ Big Data Tools - Data Scientist Workbench
§ Case Studies and Demo
© 2015 BigDataUniversity.com 17
@bigdatau #BDUmeetup
BIG DATA TOOL - DSWB
© 2015 BigDataUniversity.com 18
www.DataScientistWorkbench.com
A FREE open source based platform to help with end-to-end big data analytics for everyone
@bigdatau #BDUmeetup
BIG DATA TOOL - DSWB
§ Various formats of offering
- Saas on the cloud - Laptop - On-premise § What it contains ? - OpenRefine -> Data Cleaning - Notebook -> Data Analtycis - Rstudio -> Data Analytics - Built-in Spark -> Computing Engine
© 2015 BigDataUniversity.com 19
@bigdatau #BDUmeetup
BIG DATA TOOL - DSWB
§ Supported languages
- Scala - Python - R § Others you must know - Knowledge base Articles or blogs of best practices - UserVoice Real-time support, submit tickets
© 2015 BigDataUniversity.com 20
@bigdatau #BDUmeetup
BIG DATA TOOL - DSWB
§ Supported languages
- Scala - Python - R § Others you must know - Full sets of tutorials Spark in R/Scala/Python, matplotlib, pandas cookbooks - Knowledge base Articles or blogs of best practices - UserVoice Real-time support, submit tickets
© 2015 BigDataUniversity.com 21
@bigdatau #BDUmeetup
AGENDA
§ Big Data University and Meetup
§ Learning Path in Big Data
§ Big Data Tools - Data Scientist Workbench
§ Case Studies and Demo
© 2015 BigDataUniversity.com 22
@bigdatau #BDUmeetup
CASE STUDIES/DEMO
§
§ Spark Fundamentals (Leo Wu)
§ Weather Analysis (Polong Lin)
§ And more (Polong Lin)
© 2015 BigDataUniversity.com 23
ACSIP- Association of Chinese Senior IT Professionals
Big Data Event
Brought you By
ACSIP & IBM Big Data University
2015-12-06
Join ACSIP WeChat Group by scanning QR Code with a note “ACSIP Group” for invitation
ACSIP- Association of Chinese Senior IT Professionals
http://www.acsip.org
ACSIP Board Of Directors & IBM Speakers
Join ACSIP WeChat Group by scanning QR Code with a note “ACSIP Group” for invitation
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