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Data science
Vision & roadmap
Dr Cédrine Madera
Executive Information Architect
Data science is a "concept to unify statistics,
data analysis and their related methods" in
order to "understand and analyze an actual
phenomena" with data.
To serve
Augmented
Intelligence
Our convictions
• Democratization – Data citizen
• Team sport
• Platform
• Hybrid
• No AI without IA
Collect, organize, analyze, trust, infuse
IBM
research
Healthcare
Government
Financial Services
Healthcare
Industry Cloud
IoT
Blockchain
Cognitive Robotics
Financial Services
Accessibility
Green Horizon Energy
OpenPOWER Cloud
Cognitive Health
National Skilling
Education
Healthcare
Cognitive AMS & Finance
Cognitive
Healthcare
IoT & Mobile
Security
Security
Analytics
Nanotechnology
Exascale
Healthcare
Cognitive IoT
Data Centric Computing
Big Data & Cognitive
Cloud
Core Technologies
Quantum Computing
POWER
Mobile
Aging
Cognitive Oil & Gas
Insurance Analytics
Industry Cloud
Big Data
Nanomaterials
Neurosynaptics
5 data science
projects will
change our
world
in 5 years
IBM’s 5 in 5
predicts five
technologies that
will fundamentally
reshape business
and society in the
next five years.
#Twinning
Plastic Surgery Spoiler Alert
Dinner Plate
Detectives
Culture Club
Worldwide population is
growing… Fast !
• In 2050, we will probably be more than 10 Billion
people on Earth,
• While farmable lands will deacrease by 20%.
• We need to find a better way to feed the people
without harming our planet.
Feed the earth
Analyse farmlands
Prepare the soils
CAROLINA
Collect, organize, analyze, trust, infuse
Feed the earth
Analyse farmlands
Prepare the soils
Challenges:
• Provide agriculture ecosystem with
hyperlocal tailored data insights.
• Work with a considerable amount of data
from various formats.
How ?
• Bring analytics to the data.
• Avoid data preparation.
IBM PAIRS Geoscope
IBM Watson Decision for Agriculture
A large amount of ressources are wasted due to
diseases or loss…
We need to accelerate data insights and prediction.
Feed the earth
Analyse farmlands
Prepare the soils
Collect, organize, analyze, trust, infuse
…the airbnb of tractors
Hello tractor
In Africa,
more than 60% of crops are managed
manually with less than 20% managed
by tractors.
up to 50% of farmers suffer post-
harvest losses annually due to poor
planting practices.
IBM AgroPad
Feed the earth
Analyse farmlands
Prepare the soils
Collect, organize, analyze, trust, infuse
WMaasp
Water Management Service Platform
Only 9 out of 55 public water service
providers in Kenya provide continuous
supply…
…leaving people to find their own ways of
searching for appropriate solutions to basic
needs.
The Kenya RAPID program has helped
268,000 people and close to half a
million animals gain access to safe
drinking water.
Yara and IBM join forces to transform the future of
farming
• Feed a growing population without
increase worldwide deforestation.
• Yara and IBM will combine world-class
agronomy and cutting-edge technology to
develop the world's leading global digital
farming platform.
IBM’s global research capability
Australia
Tokyo
China
Almaden
Haifa
Zurich
Africa
Ireland
Brazil
Yorktown
Austin
India
IBM research labs
Plateform for agriculture
IBM’s global research capability
Australia
Tokyo
China
Almaden
Haifa
Zurich
Africa
Ireland
Brazil
Yorktown
Austin
India
Augmented agriculture is for now
#Twinning
Plastic Surgery Spoiler Alert
Dinner Plate
Detectives
Culture Club
The food supply chain
The ability to constantly and cheaply monitor the behaviors
of microbes at every stage of the supply chain represents a
huge leap in food safety.
Traditional culture test could take days to perform and may
only indicate the existence of one target problematic
bacteria. This inability to proactively sound an alarm bell
about a potential anomaly in a microbiome costs
governments and companies billions of dollars.
OBJECTIVE : Map all the microbes and identify the bad
from the good
Taking a new approach for Food Safety…
Within five years, food safety inspectors around the world
will gain a new superpower: the ability to understand how
millions of microbes coexist within the food supply chain:
food safety becomes predictive instead of reactive.
Why is it important ?
3000 deaths in the US linked to food-borne illnesses
$9 billion in medical costs
$75 billion in recalls and destroyed food annually
IBM’s Contribution: The Consortium
#Twinning
Plastic Surgery Spoiler Alert
Dinner Plate
Detectives
Culture Club
You and Us
• Infuse data science
• Improve data governance
• Evolve information architecture
• Focus on ethics & transparency to be succesfull with
augmented Intelligence
To accelerate data insight
Thank you

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Datascience-Vision

  • 1. Data science Vision & roadmap Dr Cédrine Madera Executive Information Architect
  • 2. Data science is a "concept to unify statistics, data analysis and their related methods" in order to "understand and analyze an actual phenomena" with data.
  • 4. Our convictions • Democratization – Data citizen • Team sport • Platform • Hybrid • No AI without IA Collect, organize, analyze, trust, infuse
  • 6. Healthcare Government Financial Services Healthcare Industry Cloud IoT Blockchain Cognitive Robotics Financial Services Accessibility Green Horizon Energy OpenPOWER Cloud Cognitive Health National Skilling Education Healthcare Cognitive AMS & Finance Cognitive Healthcare IoT & Mobile Security Security Analytics Nanotechnology Exascale Healthcare Cognitive IoT Data Centric Computing Big Data & Cognitive Cloud Core Technologies Quantum Computing POWER Mobile Aging Cognitive Oil & Gas Insurance Analytics Industry Cloud Big Data Nanomaterials Neurosynaptics
  • 7. 5 data science projects will change our world in 5 years
  • 8. IBM’s 5 in 5 predicts five technologies that will fundamentally reshape business and society in the next five years. #Twinning Plastic Surgery Spoiler Alert Dinner Plate Detectives Culture Club
  • 9. Worldwide population is growing… Fast ! • In 2050, we will probably be more than 10 Billion people on Earth, • While farmable lands will deacrease by 20%. • We need to find a better way to feed the people without harming our planet.
  • 10. Feed the earth Analyse farmlands Prepare the soils CAROLINA Collect, organize, analyze, trust, infuse
  • 11. Feed the earth Analyse farmlands Prepare the soils Challenges: • Provide agriculture ecosystem with hyperlocal tailored data insights. • Work with a considerable amount of data from various formats. How ? • Bring analytics to the data. • Avoid data preparation. IBM PAIRS Geoscope
  • 12. IBM Watson Decision for Agriculture A large amount of ressources are wasted due to diseases or loss… We need to accelerate data insights and prediction.
  • 13. Feed the earth Analyse farmlands Prepare the soils Collect, organize, analyze, trust, infuse
  • 14. …the airbnb of tractors Hello tractor In Africa, more than 60% of crops are managed manually with less than 20% managed by tractors. up to 50% of farmers suffer post- harvest losses annually due to poor planting practices. IBM AgroPad
  • 15. Feed the earth Analyse farmlands Prepare the soils Collect, organize, analyze, trust, infuse
  • 16. WMaasp Water Management Service Platform Only 9 out of 55 public water service providers in Kenya provide continuous supply… …leaving people to find their own ways of searching for appropriate solutions to basic needs. The Kenya RAPID program has helped 268,000 people and close to half a million animals gain access to safe drinking water.
  • 17. Yara and IBM join forces to transform the future of farming • Feed a growing population without increase worldwide deforestation. • Yara and IBM will combine world-class agronomy and cutting-edge technology to develop the world's leading global digital farming platform.
  • 18. IBM’s global research capability Australia Tokyo China Almaden Haifa Zurich Africa Ireland Brazil Yorktown Austin India IBM research labs Plateform for agriculture
  • 19. IBM’s global research capability Australia Tokyo China Almaden Haifa Zurich Africa Ireland Brazil Yorktown Austin India Augmented agriculture is for now
  • 20. #Twinning Plastic Surgery Spoiler Alert Dinner Plate Detectives Culture Club
  • 21. The food supply chain The ability to constantly and cheaply monitor the behaviors of microbes at every stage of the supply chain represents a huge leap in food safety. Traditional culture test could take days to perform and may only indicate the existence of one target problematic bacteria. This inability to proactively sound an alarm bell about a potential anomaly in a microbiome costs governments and companies billions of dollars. OBJECTIVE : Map all the microbes and identify the bad from the good
  • 22. Taking a new approach for Food Safety… Within five years, food safety inspectors around the world will gain a new superpower: the ability to understand how millions of microbes coexist within the food supply chain: food safety becomes predictive instead of reactive. Why is it important ? 3000 deaths in the US linked to food-borne illnesses $9 billion in medical costs $75 billion in recalls and destroyed food annually
  • 24. #Twinning Plastic Surgery Spoiler Alert Dinner Plate Detectives Culture Club
  • 25. You and Us • Infuse data science • Improve data governance • Evolve information architecture • Focus on ethics & transparency to be succesfull with augmented Intelligence To accelerate data insight