SlideShare a Scribd company logo
1 of 44
Download to read offline
Analytics and the Olympics:
the development of performance analysis
systems for elite sport
Prof Steve Haake
Staff
PhD students
Masters students
UK Sport Innovation Partnership
UK Sport Innovation Partnership
•  2008-2012 and 2012-2016
•  Any technologies that improve performance
•  Equipment and enabling technologies
•  Embedded technologies
•  Projects allocated as we go
•  Value for money
•  Ability to affect medals
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Skeleton bobsled
Performance analysis:
analysis or analytics?
Anecdote Analysis Analytics
Inspection
Statistics
Multivariate
100 106 1018103 109Data
Methods
Communication
Machine
learning
Verbal Video
Simple data
Video
Simple data
Graph(s)
Video
Simple data
Graphs
Dashboard
UK Sport Innovation Partnership
•  How do you know you make a difference?
100-m: What affects performance?
Average of the top-25 performances
Pole vault: what affects performance?
Average of the top-25 performances
Haake (2009) The impact of technology on sporting
performance in Olympic sports, JSS, 27 (13) 1421-1431
What affects performance?
What affects performance?
Performance improvement:
key principles
•  What data do we have?
•  Is it validated?
•  What is our understanding?
•  How will we feed it back?
•  How will we change behaviour?
Technical performance analysis systems:
What we want to do…
•  Record data and video
•  Store it
•  Retrieve it
•  Analyse it
•  Feed it back, change behaviour & improve performance
Visualization and feedback
How we want it…
•  In situ
•  Immediately and visually
•  Automatically with high resolution
•  With the ability to annotate
•  Distributed automatically to athletes and coaches
•  Low cost (or no cost)
•  Now (or last week)
Technical performance analysis systems
Off	
  the	
  shelf	
  systems	
  
Diving
Measurement	
  –	
  in	
  the	
  field	
  
iDive
Visualization and feedback	
  
Race analysis system “Nemo”
Race analysis system “Nemo”
•  Video race analysis
•  1.2 million data entries
•  47,000 swims
•  2,500 swimmers
•  60 tournaments
iGymnastics
Boxing – video capture and replay
Boxing – video capture and replay
iBoxer
iBoxer
iBoxer
iBoxer Database
iBoxer Hitcounter
iTaekwondo
iThor
iThor
iCurl
Support for London 2012
Performance improvement:
analysis or analytics?
100 106 1018103 109Data
Concluding remarks
•  Know what your questions are
•  Validate your data – understand errors
•  Use analysis &/or analytics to provide feedback
•  Start simply and learn as you go
Analytics and the Olympics: the development of performance analysis systems for elite sport, Sheffield Hallam University

More Related Content

What's hot

International cricket
International cricketInternational cricket
International cricketNaveen Sihag
 
Sports for Disabled people in India
Sports for Disabled people in IndiaSports for Disabled people in India
Sports for Disabled people in IndiaNEERAJ KUMAR MEHRA
 
5 pulse compression waveform
5 pulse compression waveform5 pulse compression waveform
5 pulse compression waveformSolo Hermelin
 
Introduction to ELINT Analyses
Introduction to ELINT AnalysesIntroduction to ELINT Analyses
Introduction to ELINT AnalysesJoseph Hennawy
 
Falcon Shield: Countering the drone threat
Falcon Shield: Countering the drone threatFalcon Shield: Countering the drone threat
Falcon Shield: Countering the drone threatLeonardo
 
Sports Marketing : A new perspective !
Sports Marketing : A new perspective !Sports Marketing : A new perspective !
Sports Marketing : A new perspective !Nakul Bajaj
 
Standard deviation
Standard deviationStandard deviation
Standard deviationRahul Sharma
 
Radar 2009 a 13 clutter rejection doppler filtering
Radar 2009 a 13 clutter rejection   doppler filteringRadar 2009 a 13 clutter rejection   doppler filtering
Radar 2009 a 13 clutter rejection doppler filteringForward2025
 
T 10 Gully Cricket Genric
T 10 Gully Cricket GenricT 10 Gully Cricket Genric
T 10 Gully Cricket Genricdon js
 
MISSILE CONTROL AND COMMUNICATION
MISSILE CONTROL AND COMMUNICATIONMISSILE CONTROL AND COMMUNICATION
MISSILE CONTROL AND COMMUNICATIONNITESH KHATIKMARE
 
India sudar 5th annual day celebration
India sudar 5th annual day celebrationIndia sudar 5th annual day celebration
India sudar 5th annual day celebrationIBM India
 
Multisensor data fusion for defense application
Multisensor data fusion for defense applicationMultisensor data fusion for defense application
Multisensor data fusion for defense applicationSayed Abulhasan Quadri
 
14. doppler radar and mti 2014
14. doppler radar and mti 201414. doppler radar and mti 2014
14. doppler radar and mti 2014Lohith Kumar
 

What's hot (20)

International cricket
International cricketInternational cricket
International cricket
 
Sports for Disabled people in India
Sports for Disabled people in IndiaSports for Disabled people in India
Sports for Disabled people in India
 
PRESENTATION ON PAKISTAN HOCKEY
PRESENTATION ON PAKISTAN HOCKEY PRESENTATION ON PAKISTAN HOCKEY
PRESENTATION ON PAKISTAN HOCKEY
 
5 pulse compression waveform
5 pulse compression waveform5 pulse compression waveform
5 pulse compression waveform
 
Introduction to ELINT Analyses
Introduction to ELINT AnalysesIntroduction to ELINT Analyses
Introduction to ELINT Analyses
 
Molecular Sensor from SCIO
Molecular Sensor from SCIOMolecular Sensor from SCIO
Molecular Sensor from SCIO
 
Falcon Shield: Countering the drone threat
Falcon Shield: Countering the drone threatFalcon Shield: Countering the drone threat
Falcon Shield: Countering the drone threat
 
Sports Marketing : A new perspective !
Sports Marketing : A new perspective !Sports Marketing : A new perspective !
Sports Marketing : A new perspective !
 
Standard deviation
Standard deviationStandard deviation
Standard deviation
 
CH-1 notes (1).pdf
CH-1 notes (1).pdfCH-1 notes (1).pdf
CH-1 notes (1).pdf
 
Monopulse Radar
Monopulse RadarMonopulse Radar
Monopulse Radar
 
Radar 2009 a 13 clutter rejection doppler filtering
Radar 2009 a 13 clutter rejection   doppler filteringRadar 2009 a 13 clutter rejection   doppler filtering
Radar 2009 a 13 clutter rejection doppler filtering
 
T 10 Gully Cricket Genric
T 10 Gully Cricket GenricT 10 Gully Cricket Genric
T 10 Gully Cricket Genric
 
MISSILE CONTROL AND COMMUNICATION
MISSILE CONTROL AND COMMUNICATIONMISSILE CONTROL AND COMMUNICATION
MISSILE CONTROL AND COMMUNICATION
 
India sudar 5th annual day celebration
India sudar 5th annual day celebrationIndia sudar 5th annual day celebration
India sudar 5th annual day celebration
 
Commercialization of Football
Commercialization of FootballCommercialization of Football
Commercialization of Football
 
Thesis Defense Presentation
Thesis Defense PresentationThesis Defense Presentation
Thesis Defense Presentation
 
Multisensor data fusion for defense application
Multisensor data fusion for defense applicationMultisensor data fusion for defense application
Multisensor data fusion for defense application
 
14. doppler radar and mti 2014
14. doppler radar and mti 201414. doppler radar and mti 2014
14. doppler radar and mti 2014
 
Pulse Doppler Radar
Pulse Doppler RadarPulse Doppler Radar
Pulse Doppler Radar
 

Viewers also liked

Children committing suicide over bullying at younger and younger Ages
Children committing suicide over bullying at younger and younger AgesChildren committing suicide over bullying at younger and younger Ages
Children committing suicide over bullying at younger and younger Agesrubypeddie
 
Thanksgiving Activities, Apps and Resources for Learners
Thanksgiving Activities, Apps and Resources for LearnersThanksgiving Activities, Apps and Resources for Learners
Thanksgiving Activities, Apps and Resources for LearnersShelly Sanchez Terrell
 
A Mobile Olympics: Viral Cities, Mobile Media and Mega-Events
A Mobile Olympics: Viral Cities, Mobile Media and Mega-EventsA Mobile Olympics: Viral Cities, Mobile Media and Mega-Events
A Mobile Olympics: Viral Cities, Mobile Media and Mega-EventsUniversity of Salford, Manchester
 
India olympics 2012
India   olympics 2012India   olympics 2012
India olympics 2012partho1972
 
The Future of The Olympics
The Future of The OlympicsThe Future of The Olympics
The Future of The OlympicsSami Hmaidan
 
Paralympics
ParalympicsParalympics
Paralympicsconniejo
 
Olympics Quiz - Answers
Olympics Quiz  - AnswersOlympics Quiz  - Answers
Olympics Quiz - AnswersRithwik K
 
Chapter 3: Olympic Movements
Chapter 3: Olympic MovementsChapter 3: Olympic Movements
Chapter 3: Olympic MovementsVibha Choudhary
 
Applied vs basic research - Research Methodology - Manu Melwin Joy
Applied vs basic research - Research Methodology - Manu Melwin Joy Applied vs basic research - Research Methodology - Manu Melwin Joy
Applied vs basic research - Research Methodology - Manu Melwin Joy manumelwin
 

Viewers also liked (20)

Children committing suicide over bullying at younger and younger Ages
Children committing suicide over bullying at younger and younger AgesChildren committing suicide over bullying at younger and younger Ages
Children committing suicide over bullying at younger and younger Ages
 
Thanksgiving Activities, Apps and Resources for Learners
Thanksgiving Activities, Apps and Resources for LearnersThanksgiving Activities, Apps and Resources for Learners
Thanksgiving Activities, Apps and Resources for Learners
 
A Mobile Olympics: Viral Cities, Mobile Media and Mega-Events
A Mobile Olympics: Viral Cities, Mobile Media and Mega-EventsA Mobile Olympics: Viral Cities, Mobile Media and Mega-Events
A Mobile Olympics: Viral Cities, Mobile Media and Mega-Events
 
A Brief History Of The Olympics
A Brief History Of The OlympicsA Brief History Of The Olympics
A Brief History Of The Olympics
 
Blogging & Law
Blogging & LawBlogging & Law
Blogging & Law
 
India olympics 2012
India   olympics 2012India   olympics 2012
India olympics 2012
 
The Future of The Olympics
The Future of The OlympicsThe Future of The Olympics
The Future of The Olympics
 
Olympics Quiz
Olympics QuizOlympics Quiz
Olympics Quiz
 
Paralympics
ParalympicsParalympics
Paralympics
 
Olympians of india
Olympians   of   indiaOlympians   of   india
Olympians of india
 
Olympics Quiz - Answers
Olympics Quiz  - AnswersOlympics Quiz  - Answers
Olympics Quiz - Answers
 
Chapter 3: Olympic Movements
Chapter 3: Olympic MovementsChapter 3: Olympic Movements
Chapter 3: Olympic Movements
 
Olympics
OlympicsOlympics
Olympics
 
Applied vs basic research - Research Methodology - Manu Melwin Joy
Applied vs basic research - Research Methodology - Manu Melwin Joy Applied vs basic research - Research Methodology - Manu Melwin Joy
Applied vs basic research - Research Methodology - Manu Melwin Joy
 
Research Methods
Research MethodsResearch Methods
Research Methods
 
Teaching the Olympics
Teaching the OlympicsTeaching the Olympics
Teaching the Olympics
 
Cyberbullying Presentation
Cyberbullying PresentationCyberbullying Presentation
Cyberbullying Presentation
 
Olympics ppt
Olympics pptOlympics ppt
Olympics ppt
 
Research Methodology Lecture for Master & Phd Students
Research Methodology  Lecture for Master & Phd StudentsResearch Methodology  Lecture for Master & Phd Students
Research Methodology Lecture for Master & Phd Students
 
Olympics.ppt.
Olympics.ppt.Olympics.ppt.
Olympics.ppt.
 

Similar to Analytics and the Olympics: the development of performance analysis systems for elite sport, Sheffield Hallam University

Performance analysis 2013
Performance analysis 2013Performance analysis 2013
Performance analysis 2013Kerry Harrison
 
Eye tracking and its economic feasibility
Eye tracking and its economic feasibilityEye tracking and its economic feasibility
Eye tracking and its economic feasibilityJeffrey Funk
 
HUB:BLE-3 - Session 1 Business and Technology
HUB:BLE-3 - Session 1 Business and TechnologyHUB:BLE-3 - Session 1 Business and Technology
HUB:BLE-3 - Session 1 Business and TechnologySpace IDEAS Hub
 
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...The Effective Use of Data - Leadership and Management, Sport Scotland Institu...
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...Innovation Enterprise
 
Re-using Media on the Web tutorial: Media Fragment Creation and Annotation
Re-using Media on the Web tutorial: Media Fragment Creation and AnnotationRe-using Media on the Web tutorial: Media Fragment Creation and Annotation
Re-using Media on the Web tutorial: Media Fragment Creation and AnnotationMediaMixerCommunity
 
Tennis Technology in Coaching, PTR International Symposium 2017
Tennis Technology in Coaching, PTR International Symposium 2017Tennis Technology in Coaching, PTR International Symposium 2017
Tennis Technology in Coaching, PTR International Symposium 2017Doug Eng
 
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptx
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptxAndrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptx
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptxMeghanBale
 
Video Recommendation Engines as a Service
Video Recommendation Engines as a ServiceVideo Recommendation Engines as a Service
Video Recommendation Engines as a ServiceKamil Sindi
 
Elearning fitness experiences cyq patrickson
Elearning fitness experiences cyq patricksonElearning fitness experiences cyq patrickson
Elearning fitness experiences cyq patricksoneLearningFitness
 
Post CtA analyse for the CCP
Post CtA analyse for the CCPPost CtA analyse for the CCP
Post CtA analyse for the CCPJeroen Van der Eb
 
IFS Metrix Service Management: An Overview
IFS Metrix Service Management: An OverviewIFS Metrix Service Management: An Overview
IFS Metrix Service Management: An OverviewIFS
 
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇台灣資料科學年會
 
Optimizing the performance of your LMS
Optimizing the performance of your LMSOptimizing the performance of your LMS
Optimizing the performance of your LMSPatrick Roth
 
Optimizing the performance of Chamilo LMS
Optimizing the performance of Chamilo LMSOptimizing the performance of Chamilo LMS
Optimizing the performance of Chamilo LMSChamilo Association
 
Product Levels and Means End Chain
Product Levels and Means End ChainProduct Levels and Means End Chain
Product Levels and Means End ChainSubhro Karmakar
 
OEE Interphex New York 2013
OEE Interphex New York 2013OEE Interphex New York 2013
OEE Interphex New York 2013Adrian Pask
 
PitchingMechanics
PitchingMechanicsPitchingMechanics
PitchingMechanicsBill Reilly
 
Global IT Service Management Tool Implementation – A PRINCE2® project managem...
Global IT Service Management Tool Implementation – A PRINCE2® project managem...Global IT Service Management Tool Implementation – A PRINCE2® project managem...
Global IT Service Management Tool Implementation – A PRINCE2® project managem...NUS-ISS
 

Similar to Analytics and the Olympics: the development of performance analysis systems for elite sport, Sheffield Hallam University (20)

Performance analysis 2013
Performance analysis 2013Performance analysis 2013
Performance analysis 2013
 
Eye tracking and its economic feasibility
Eye tracking and its economic feasibilityEye tracking and its economic feasibility
Eye tracking and its economic feasibility
 
HUB:BLE-3 - Session 1 Business and Technology
HUB:BLE-3 - Session 1 Business and TechnologyHUB:BLE-3 - Session 1 Business and Technology
HUB:BLE-3 - Session 1 Business and Technology
 
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...The Effective Use of Data - Leadership and Management, Sport Scotland Institu...
The Effective Use of Data - Leadership and Management, Sport Scotland Institu...
 
Re-using Media on the Web tutorial: Media Fragment Creation and Annotation
Re-using Media on the Web tutorial: Media Fragment Creation and AnnotationRe-using Media on the Web tutorial: Media Fragment Creation and Annotation
Re-using Media on the Web tutorial: Media Fragment Creation and Annotation
 
technology.pptx
technology.pptxtechnology.pptx
technology.pptx
 
Tennis Technology in Coaching, PTR International Symposium 2017
Tennis Technology in Coaching, PTR International Symposium 2017Tennis Technology in Coaching, PTR International Symposium 2017
Tennis Technology in Coaching, PTR International Symposium 2017
 
Aspiresmall
AspiresmallAspiresmall
Aspiresmall
 
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptx
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptxAndrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptx
Andrew Sommerville_Glasgow Uni_team sports_Feb18_no video.pptx
 
Video Recommendation Engines as a Service
Video Recommendation Engines as a ServiceVideo Recommendation Engines as a Service
Video Recommendation Engines as a Service
 
Elearning fitness experiences cyq patrickson
Elearning fitness experiences cyq patricksonElearning fitness experiences cyq patrickson
Elearning fitness experiences cyq patrickson
 
Post CtA analyse for the CCP
Post CtA analyse for the CCPPost CtA analyse for the CCP
Post CtA analyse for the CCP
 
IFS Metrix Service Management: An Overview
IFS Metrix Service Management: An OverviewIFS Metrix Service Management: An Overview
IFS Metrix Service Management: An Overview
 
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇
[2018 台灣人工智慧學校校友年會] 視訊畫面生成 / 林彥宇
 
Optimizing the performance of your LMS
Optimizing the performance of your LMSOptimizing the performance of your LMS
Optimizing the performance of your LMS
 
Optimizing the performance of Chamilo LMS
Optimizing the performance of Chamilo LMSOptimizing the performance of Chamilo LMS
Optimizing the performance of Chamilo LMS
 
Product Levels and Means End Chain
Product Levels and Means End ChainProduct Levels and Means End Chain
Product Levels and Means End Chain
 
OEE Interphex New York 2013
OEE Interphex New York 2013OEE Interphex New York 2013
OEE Interphex New York 2013
 
PitchingMechanics
PitchingMechanicsPitchingMechanics
PitchingMechanics
 
Global IT Service Management Tool Implementation – A PRINCE2® project managem...
Global IT Service Management Tool Implementation – A PRINCE2® project managem...Global IT Service Management Tool Implementation – A PRINCE2® project managem...
Global IT Service Management Tool Implementation – A PRINCE2® project managem...
 

More from Innovation Enterprise

Marketing Technology Organizational Models
Marketing Technology Organizational ModelsMarketing Technology Organizational Models
Marketing Technology Organizational ModelsInnovation Enterprise
 
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...Innovation Enterprise
 
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell Rubbermaid
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell RubbermaidBeyond the Basics: Leveraging S&OP to Deliver Results, Newell Rubbermaid
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell RubbermaidInnovation Enterprise
 
CHAINalytics, Empowering Fact Based Decisions Across Your Supply Chain
CHAINalytics, Empowering Fact Based Decisions Across Your Supply ChainCHAINalytics, Empowering Fact Based Decisions Across Your Supply Chain
CHAINalytics, Empowering Fact Based Decisions Across Your Supply ChainInnovation Enterprise
 
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...Innovation Enterprise
 
One Version of the Truth, Driving S&OP from detailed planning tools, Freescale
One Version of the Truth, Driving S&OP from detailed planning tools, FreescaleOne Version of the Truth, Driving S&OP from detailed planning tools, Freescale
One Version of the Truth, Driving S&OP from detailed planning tools, FreescaleInnovation Enterprise
 
Making Sales and Operations Planning a Truly Collaborative Process, Dick Ling
Making Sales and Operations Planning a Truly Collaborative Process, Dick LingMaking Sales and Operations Planning a Truly Collaborative Process, Dick Ling
Making Sales and Operations Planning a Truly Collaborative Process, Dick LingInnovation Enterprise
 
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...Innovation Enterprise
 
Strengthen the Processes to reach another level of excellence, Satish Sandhir
Strengthen the Processes to reach another level of excellence, Satish SandhirStrengthen the Processes to reach another level of excellence, Satish Sandhir
Strengthen the Processes to reach another level of excellence, Satish SandhirInnovation Enterprise
 
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDA
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDAHow to Keep S&OP From Getting "Stuck", Oliver Wight, JDA
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDAInnovation Enterprise
 
Cisco Strategic Planning The Journey, Cisco
Cisco Strategic Planning The Journey, CiscoCisco Strategic Planning The Journey, Cisco
Cisco Strategic Planning The Journey, CiscoInnovation Enterprise
 
Sales and Operations Planning, Supported by Demand Management Capability, Sus...
Sales and Operations Planning, Supported by Demand Management Capability, Sus...Sales and Operations Planning, Supported by Demand Management Capability, Sus...
Sales and Operations Planning, Supported by Demand Management Capability, Sus...Innovation Enterprise
 
Enablers for Maturing your S&OP Processes, SherTrack
Enablers for Maturing your S&OP Processes, SherTrackEnablers for Maturing your S&OP Processes, SherTrack
Enablers for Maturing your S&OP Processes, SherTrackInnovation Enterprise
 
Sales, Inventory & Operations Planning During High Growth, GMCR
Sales, Inventory & Operations Planning During High Growth, GMCRSales, Inventory & Operations Planning During High Growth, GMCR
Sales, Inventory & Operations Planning During High Growth, GMCRInnovation Enterprise
 
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottr
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottrPredicting The Future With Big Data: No Crystal Ball Required, TrendSpottr
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottrInnovation Enterprise
 
Big Data in Education, Desire2Learn Inc
Big Data in Education, Desire2Learn IncBig Data in Education, Desire2Learn Inc
Big Data in Education, Desire2Learn IncInnovation Enterprise
 

More from Innovation Enterprise (20)

Marketing Technology Organizational Models
Marketing Technology Organizational ModelsMarketing Technology Organizational Models
Marketing Technology Organizational Models
 
BI, INC - BI, INC, Boeing
BI, INC - BI, INC, BoeingBI, INC - BI, INC, Boeing
BI, INC - BI, INC, Boeing
 
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...
Bridging the Gap between Budgets & Reality Oracle's Next Generation S&OP Solu...
 
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell Rubbermaid
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell RubbermaidBeyond the Basics: Leveraging S&OP to Deliver Results, Newell Rubbermaid
Beyond the Basics: Leveraging S&OP to Deliver Results, Newell Rubbermaid
 
CHAINalytics, Empowering Fact Based Decisions Across Your Supply Chain
CHAINalytics, Empowering Fact Based Decisions Across Your Supply ChainCHAINalytics, Empowering Fact Based Decisions Across Your Supply Chain
CHAINalytics, Empowering Fact Based Decisions Across Your Supply Chain
 
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...
Sales Transformation: The Role of Sales Strategy & Operations, Dow Jones & Co...
 
One Version of the Truth, Driving S&OP from detailed planning tools, Freescale
One Version of the Truth, Driving S&OP from detailed planning tools, FreescaleOne Version of the Truth, Driving S&OP from detailed planning tools, Freescale
One Version of the Truth, Driving S&OP from detailed planning tools, Freescale
 
Making Sales and Operations Planning a Truly Collaborative Process, Dick Ling
Making Sales and Operations Planning a Truly Collaborative Process, Dick LingMaking Sales and Operations Planning a Truly Collaborative Process, Dick Ling
Making Sales and Operations Planning a Truly Collaborative Process, Dick Ling
 
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...
Building a Fast and Flexible Consumer-Driven Supply Chain, Stanley Black & De...
 
Strengthen the Processes to reach another level of excellence, Satish Sandhir
Strengthen the Processes to reach another level of excellence, Satish SandhirStrengthen the Processes to reach another level of excellence, Satish Sandhir
Strengthen the Processes to reach another level of excellence, Satish Sandhir
 
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDA
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDAHow to Keep S&OP From Getting "Stuck", Oliver Wight, JDA
How to Keep S&OP From Getting "Stuck", Oliver Wight, JDA
 
S&OP Innovation, Marietta
S&OP Innovation, MariettaS&OP Innovation, Marietta
S&OP Innovation, Marietta
 
Cisco Strategic Planning The Journey, Cisco
Cisco Strategic Planning The Journey, CiscoCisco Strategic Planning The Journey, Cisco
Cisco Strategic Planning The Journey, Cisco
 
Sales and Operations Planning, Supported by Demand Management Capability, Sus...
Sales and Operations Planning, Supported by Demand Management Capability, Sus...Sales and Operations Planning, Supported by Demand Management Capability, Sus...
Sales and Operations Planning, Supported by Demand Management Capability, Sus...
 
Enablers for Maturing your S&OP Processes, SherTrack
Enablers for Maturing your S&OP Processes, SherTrackEnablers for Maturing your S&OP Processes, SherTrack
Enablers for Maturing your S&OP Processes, SherTrack
 
S&OP, Kinaxis
S&OP, KinaxisS&OP, Kinaxis
S&OP, Kinaxis
 
Sales, Inventory & Operations Planning During High Growth, GMCR
Sales, Inventory & Operations Planning During High Growth, GMCRSales, Inventory & Operations Planning During High Growth, GMCR
Sales, Inventory & Operations Planning During High Growth, GMCR
 
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottr
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottrPredicting The Future With Big Data: No Crystal Ball Required, TrendSpottr
Predicting The Future With Big Data: No Crystal Ball Required, TrendSpottr
 
Big Data Toronto, Unata
Big Data Toronto, UnataBig Data Toronto, Unata
Big Data Toronto, Unata
 
Big Data in Education, Desire2Learn Inc
Big Data in Education, Desire2Learn IncBig Data in Education, Desire2Learn Inc
Big Data in Education, Desire2Learn Inc
 

Recently uploaded

Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfciinovamais
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...Poonam Aher Patil
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docxPoojaSen20
 

Recently uploaded (20)

Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Spatium Project Simulation student brief
Spatium Project Simulation student briefSpatium Project Simulation student brief
Spatium Project Simulation student brief
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
PROCESS RECORDING FORMAT.docx
PROCESS      RECORDING        FORMAT.docxPROCESS      RECORDING        FORMAT.docx
PROCESS RECORDING FORMAT.docx
 

Analytics and the Olympics: the development of performance analysis systems for elite sport, Sheffield Hallam University