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© 2015 IBM Corpora/on
Preparing the next genera-on for the Cogni-ve Era
Michigan State University November 20th 2015
#Cogni(veEra
© 2015 IBM Corpora/on 2
Where code goes, where data flows, cogni(on will follow.
© 2015 IBM Corpora/on 3
Informa)on of Everything
Internet of Things Pla6orms
Advanced Machine Learning
Autonomous Agents & Things
The Device Mesh
Ambient User Experience
Advanced System Architecture
Mesh App & Service Architecture
Adap)ve Security Architecture
3D Prin)ng Materials
Gartner’s Top 10 Trends Shaping the future – 2016
hHp://www.businesswire.com/news/home/20151006006831/en/Gartner-‐Iden/fies-‐Top-‐10-‐Strategic-‐Technology-‐Trends
© 2015 IBM Corpora/on 4
Mone/za/on
Brokering
Differen/a/on
R. “Ray” Wang hJp://blogs.hbr.org/2012/12/what-‐a-‐big-‐data-‐business-‐model
Trends Shaping the future of Data
© 2015 IBM Corpora/on 5
Tremendous Growth of Data from the Internet of Things
McKinsey -‐ The Internet of Things: Sizing up the opportunity
© 2015 IBM Corpora/on 6
DATA DRIVEN USE CASES
© 2015 IBM Corpora/on 7
‘Customer Curated Data’ PlaZorms
Illustra)on by Lisa Larson-‐Walker/Slate
© 2015 IBM Corpora/on 8
Extrac/ng value from ‘Data Exhaust’
© 2015 IBM Corpora/on 9
Internet of Things
We can sense & measure anything Did I shut my oven off? Lock my front door? Check on my elderly rela/ve Find my lost keys Iden/fy equipment about to fail Track Assets Monitor Pollu/on Levels … We’re just geIng started
© 2015 IBM Corpora/on 10
Open Data
hHp://bit.ly/trimetandgoogle
Data on the Web Best Prac/ces Working Group hHp://www.w3.org/2013/dwbp/wiki/Main_Page
General Transit Feed Specifica(on Reference hHps://developers.google.com/transit/gZs/reference
© 2015 IBM Corpora/on 11
Ever been taken for ‘a ride’ in a taxi?
I challenged the first night’s fare Uber refunded the difference
Monday Night Tuesday Night
© 2015 IBM Corpora/on 12
Advancing Data-‐Intensive Research in Educa(on hHp://www.cra.org/events/big-‐data-‐ini/a/ve/
Data changes educa/on outcomes
! Personalized Learning
! Games
! MooCs
hHp://bit.ly/predictgpa
© 2015 IBM Corpora/on 13
DATA LITERACY
© 2015 IBM Corpora/on 14
In the Cogni/ve Era everyone must be data literate
Define problems
Wrangle Data
Self-Manage Data
Choose Methods and Tools
Analyze Data
Communicate findings
Engage in Lifelong Learning
© 2015 IBM Corpora/on 15
DATA JOB ROLES
© 2015 IBM Corpora/on 16
! Data Scien/sts
! Data Engineers
! Chief Data Officers
! Data Policy Roles
! Big Data Architects
Emerging & evolving Big Data job roles
© 2015 IBM Corpora/on 17
What is a data scien/st?
hHp://hbr.org/2012/10/data-‐scien/st-‐the-‐sexiest-‐job-‐of-‐the-‐21st-‐century
Data Science skills demand on fire!!!
© 2015 IBM Corpora/on 18
Today’s reality
It’s early days anyone who wants to call themselves a data scien(st
can and does
No consensus!
• Is someone who applies ‘data science’ skill a data scien)st?
• Is a business analyst a data scien)st?
• Or is a data scien)st something more?
• Perhaps ‘team’ approaches are required?
What is a data scien/st?
© 2015 IBM Corpora/on 19
The Data Engineer
hHps://www.linkedin.com/job/data-‐engineer-‐jobs
Explosive growth for this new role, BUT Few academic programs exist
Tripled in the past year!!
© 2015 IBM Corpora/on 20
The Chief Data Officer
hHp://bit.ly/ibmcdostudy
Chief Data Officers understand how to use data to create strategic opportuni/es; responsible for organiza/onal data strategy & governance
© 2015 IBM Corpora/on 21
Growing Demand for Data Policy Skills
hHp://jobs.walmart.com/united-‐states/legal,-‐compliance-‐and-‐ethics-‐jobs
© 2015 IBM Corpora/on 22
Data skills needed elsewhere too
! Law & Government - Data law - Open Data
! Business - Business schools are aggressively tackling analy/cs, but building skills to address the much broader story of data is typically a gap
! Literacy for all (students & professionals) - Data literacy - Analy/cs literacy - Security & privacy literacy
! Field specific competency - Bio/health informa/cs is just the beginning
hHp://bit.ly/XZcji7
hHp://bit.ly/15A1PIE
© 2015 IBM Corpora/on 23
BUILDING SKILLS WITH IBM SOLUTIONS
© 2015 IBM Corpora/on 24
An open-‐standard, cloud-‐based plaXorm for building, managing, and running applica(ons of all types
Web, mobile, big data, new smart devices, anything you can imagine!
bluemix.net
What is Bluemix?
Go Live in Seconds The developer can choose any language runtime or bring their own. Zero to production in one command.
DevOps Development, monitoring, deployment, and logging tools allow the developer to run the entire application.
APIs and Services A catalog of IBM, third party, and open source API services allow the developer to stitch an application together in minutes.
On-Prem Integration Build hybrid environments. Connect to on-premises assets plus other public and private clouds.
Flexible Pricing Try services for free and pay only for what you use. Pay as you go and subscription models offer choice and flexibility.
Layered Security IBM secures the platform and infrastructure and provides you with the tools to secure your apps.
© 2015 IBM Corpora/on 25
Bluemix: Data & Analy/cs Services
© 2015 IBM Corpora/on 26
IBM Watson on Bluemix
Relationship Extraction
Questions &
Answers
Language Detection
Personality Insights
Keyword Extraction
Image Link Extraction
Feed Detection
Visual Recognition
Concept Expansion
Concept Insights
Dialog Sentiment Analysis
Text to Speech
Tradeoff Analytics
Natural Language Classifier
Author Extraction
Speech to Text
Retrieve &
Rank
Watson News
Language Translation
Entity Extraction
Tone Analyzer
Concept Tagging
Taxonomy
Text Extraction
Message Resonance
Image Tagging
Face Detection
Answer Generation
Usage Insights
Fusion Q&A
Video Augmentation
Decision Optimization
Knowledge Graph
Risk Stratification
Policy Identification
Emotion Analysis
Decision Support
Criteria Classification
Knowledge Canvas
Easy Adaptation
Knowledge Studio Service
Statistical Dialog
Q&A Qualification
Factoid Pipeline
Case Evaluation
26
The Waston that competed on Jeopardy! in 2011 comprised what is now a single API—Q&A—built on five underlying technologies.
Since then, Watson has grown to a family of 28 APIs.
By the end of 2016, there will be nearly 50 Watson APIs— with more added every year.
Natural Language Processing
Machine Learning
Question Analysis
Feature Engineering
Ontology Analysis
© 2015 IBM Corpora/on 27
Watson: Partnering with Universi/es around the Globe hJps://ibm.biz/watsonuniv
Cogni(ve Compu(ng Comes to You Goal: Build Understanding • Will Reach: 1,000’s of university students and faculty • Engagement: Case Compe//ons, Bluemix Hackathons, Watson Bluemix Showcases, The Great Mind Challenge, Use Case
Studies, Conference sponsorships, University Days
Curriculum Collabora(on Goal: Enable Skill Development and build ecosystem of innovators • Will Reach: 100-‐125 universi/es in 25+ countries on 6 con/nents (est. 3000+ students) • Engagement: Choice of cogni/ve compu/ng courses and/or projects, Hands-‐on experience with Watson instance, Guest
speakers, Forum, Career and internship opportuni/es
Research Partnership Goal: Bespoke engagements focused on technology ini)a)ves • Will Reach: 5-‐20 universi/es • Engagement: Research partnerships with key universi/es focused on technology ini/a/ves such as AI,
Machine Language, NLP, Analy/cs, etc. and applica/ons thereof.
© 2015 IBM Corpora/on 28
IBM Watson Analy/cs hHp://watsonanaly/cs.com/
Business Analysts
Data Scien(sts
IT
Empowering the Ci/zen Analyst
Business Users
© 2015 IBM Corpora/on 29
Visit WatsonAnaly(cs.com and get started for free
Quick start intui/ve interface
Key business driver insights
Dashboard and storytelling authoring
Natural language dialogue
Easy data upload and search
capabili/es
© 2015 IBM Corpora/on 30
PARTNERING WITH ACADEMIA THE BIG DATA PROFESSIONAL OF THE FUTURE PROGRAM
© 2015 IBM Corpora/on 31
IBM University Programs & IBM Analy/cs Group Academic Awards for Cogni/ve Era Curriculum Development
2015 – *11 Awards Faculty from France, Germany, Mexico, Netherlands, Romania, Switzerland, US,
UK, Turkey
2014 – 15 Awards Faculty from Denmark, France, Italy,
Mexico, Russia, US, UK, Turkey
2013 -‐-‐ 16 Awards Faculty from Czechoslovakia, France, Mexico, Netherlands, Russia, United
Kingdom, United States
Faculty compe/ng for awards represent a
wide variety of programs
- Comp Sci / Electrical Engineering
- Informa)on Science, Systems, Informa)cs
- Business Admin, Econ, Strategic Mgmt
- Math & Sta)s)cs
- Data Science & Engineering
- Opera)ons Research
Goal: Foster collabora)on between researchers at leading universi)es worldwide and IBM to develop talent and skilled resources through academic research and curriculum development.
© 2015 IBM Corpora/on 32
Big Data & Analy/cs EdCon 2015 3rd Annual Event expands to Americas & Europe Preparing students with data &
analy(cs skills needed for the data revolu(on:
! Data driven business strategy ! Data & analy)cs storytelling
! Data science ! Data engineering
! Data governance & stewardship ! Data Ethics, privacy, security
! Informa)cs ! Cogni)ve Science
EdCon YouTube Playlists: hJp://bit.ly/EdCon2013 hJp://bit.ly/EdCon2014 hJp://bit.ly/EdCon2015
Americas – AMCIS, Puerto Rico, August 12-‐15 2015 hHp://amcis2015.aisnet.org/
Europe – Sehir Univ. Istanbul, Turkey, July 30-‐31 2015
hHp://datascience.sehir.edu.tr/ece2015
© 2015 IBM Corpora/on 33
Consor/ums bringing Industry & Academia Together
© 2015 IBM Corpora/on 34
3rd Annual T-‐Summit
Sponsored by:
Michigan State IBM
Save the date! March 21st & 22nd 2016 hJp://tsummit.org
Today’s young professionals must possess deep disciplinary knowledge along with a keen ability to communicate across social, cultural and economic boundaries.
© 2015 IBM Corpora/on 35
Student Compe((ons
Offer IBM solu(ons to Hack-‐a-‐thon owners
Sponsor & Organize a Hackathon
Bluemix Hackathon Build and deploy an app in 24 hours
Partner with Student Associa(ons
Watson Case Compe//on
© 2015 IBM Corpora/on 36
#ibmskills | ibm.biz/aiforcloud
Announcing the IBM Academic Ini(a(ve for Cloud
Free Trial No Credit Card Required
Industry-Standards Based
Learn skills and gain experience on IBM Bluemix
Build unlimited apps and access services like Watson, IoT, Big
Data, and more!
You will never get charged for unexpected overage charges.
Use tools built on open source standards like Docker and
Cloud Foundry
Student 6+ mo. free trial Renewable account Student projects featured on new Student Developer Community
Faculty 12+ mo. free trial to teach selected courses Renewable account Virtual and local Cloud training
Researchers: 24 mo. free trial for select researchers in the 13 IBM Collaborative Innovation Centers Renewable account New New
Enhanced
More More
© 2015 IBM Corpora/on 37
#ibmskills | ibm.biz/aiforcloud
Faculty gain access to robust set of classroom resources to enhance your curriculum
Available in April: IBM Bluemix, IBM Bluemix DevOps Services, Cloudant, Watson Services on Bluemix, Big Data on Bluemix + others in plan Cloud Certification is coming 2H this year
Faculty Guides to navigate courseware options
Instructor-led tutorials and labs
© 2015 IBM Corpora/on 38
#ibmskills | ibm.biz/aiforcloud
3
Become Academic Initiative Member
ibm.com/academicinitiative
1
Register for the Bluemix Trial
ibm.biz/bluemixaicloudoffer
2
Submit a request form for IBM Academic Initiative for Cloud ibm.biz/aiforcloud
Start today with three simple steps
© 2015 IBM Corpora/on 39
#ibmskills | ibm.biz/aiforcloud
© 2015 IBM Corpora/on 40
@brandsteve
40
hHp://bit.ly/dataskillsgap
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