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IBM Watson Analytics
For-Ian V. Sandoval | Student
University of the East - Manila

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Super Computer developed by IBM Research
Named for IBM’s founder: Thomas J. Watson
Initially created for Jeopardy! Game Show
Dr. David Ferrucci leads the Watson project
Introduction

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Development
 Search engines deliver thousands of results that
match keywords
 University’s have worked on a consistent question
answering software for years
 Programmed by 25 IBM scientists
 Not connected to the internet

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Brief History of IBM Watson
R&D
Demonstration
Commercialization
Cross-industry
Applications
IBM
Research
Project
(2006 – )
Watson
for
Healthcare
(Aug 2011 –)
Watson
Industry
Solutions
(2012 – )
Watson
for Financial
Services
(Mar 2012 – )
Expansion
Jeopardy!
Grand
Challenge
(Feb 2011)
New IBM Division

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Jeopardy! Challenge
 Set out to answer complex Jeopardy! Questions
 Language is hard for computers because of
“intended meaning”
 During trials, it won 70% of practice games
February 2011: First computer to compete against
humans in Jeopardy!
Defeated shows greatest two champions Ken Jennings
and Brad Rutter

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Jeopardy! Challenge

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How It Works
WATSON

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Data is rapidly becoming the foundation for a Smarter Planet
Watson

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Businesses are “dying of thirst in an ocean of data”
1 in 2
business leaders
don’t have access
to data they need
83%
of CIOs cited BI and
analytics as part of
their visionary plan
2.2X
more likely that top
performers use
business analytics
80%
of the world’s data
today is
unstructured
90%
of the world’s data
was created in the
last two years
20%
amount of data
traditional systems
leverage today

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Understands
natural language
and human
communication
Adapts and learns
from user
selections and
responses
Generates and
evaluates
evidence-based
hypothesis
…built on a massively parallel
architecture optimized for IBM POWER7
IBM Watson combines transformational technologies
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In 2012, Watson became smarter, faster, and more scalable
90%
Nurses follow
Watson’s
Recommendations
75%
Reduction in time to
market with new
cancer therapies
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Instances of Watson
deployed in the last
12 months
Scalable
605,000 pc. evidence
2M pages of text
25,000 training cases
14,700 clinician hours
240% faster
75% smaller
Runs on single server
Smarter Faster
Scales on demand
Millions of Trx. per month
In Cloud or on premise
PC, tablet or smartphone
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Based on preliminary pilot results, may not be representative of all situations

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Improve Decisions
and Outcomes
Oncologists
Therapy
Designer
Watson Healthcare Products – 1H 2013
Assists in identifying
individualized treatment
options for patients
diagnosed with cancer
Nurses
Assists with efficient
trials and reduces time
to market with new
cancer therapies
Streamlines manual
review processes
between a physician
and health plans
Improve Diagnosis
and Treatments
Accelerate Research
and Insights
Watson
Clinical Insights
Advisor
Watson
Diagnosis & Treatment
Advisor
Watson
Care Review and
Authorization Advisor

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WATSON PRODUCTS AND INFRASTRUCTURE
Watson for
Healthcare
Watson for Client
Engagement
Watson for
Industry
Advisor Solutions Advisor Solutions
Utilization
Oncology
Cardiac
Diabetes
CallCenter
HelpDesk
Knowledge
Technical
Model Train LearnSource
Workload Optimized
Systems
Analytics MobileNLP & Machine
Learning
Big Data Cloud
ASK Services DECISION ServicesDISCOVER Services
Watson For
Financial Svcs.
Advisor Solutions
Banking
Institutional
Retirement
Institution

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Watson Business Model: Cloud Delivery and Outcome Based Pricing
Dynamic Capacity
Automate and control
service provisioning
Flexible
Consumption
Support alternative
delivery and value
pricing models
Time to Value
Enable incremental
automation and
business agility
Hybrid Delivery
Extend & integrate
on-premise solution
with cloud offering

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15 © 2012 International Business Machines Corporation
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Watson is ushering in a new era of computing . . .
. . . enabling new possibilities and outcomes
1900 1950 2011

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REGISTRATION

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Sign-in / Log-in

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Upload Data

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How to Edit Data
● Exploration
● Prediction
● View

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Exploration

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Exploration Diagram

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Prediction

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Saving the Dashboard

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Sample Data Visualization and Analytics

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Food Production Index Definition
Food production index measures
the changes in the production of food
commodity in a given year relative to
base year.

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Computation Formula

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T
The graph shows the trend of food
production index by commodity. The trend for
all commodities are significantly increasing
specifically the tilapia production.

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The graph shows values of food
production index by commodity?

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Food production index drivers.

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Impact of
Commodity
and Year
Binned to
Food
Production
Index

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4.40
%
15.17%
22.85
%
12.15
%
The graph shows the
increase in percentage
of food production index
(combined commodities)
with five years interval.

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Production index
compare by year and
commodity.

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Production index
compare by year and
commodity.

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Production index
compare by year and
commodity.

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2013 has the highest
Food Production Index
average

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Predictive
Analytics of
Food
Production
Index

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Decision Tree

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Why choose Watson Analytics?
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Understand natural language
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Genarate and evaluates hypotheses
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Adapts and learn
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Automatic Modeling
✔
Auto selection of best models and detection
of strongest relationships: Decision Tree
(CHAID) and Key Driver
✔
Reports (based on linear and logistic
regression)

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MARAMING
SALAMAT PO!
You can find me at:
https://web.facebook.co
m/forian.sandovalforian.
sandoval@lspu.edu.ph