SlideShare una empresa de Scribd logo
1 de 7
Helping business leaders get over
their learning curve in advanced
analytics
Feb 2017
saidevulapalli
The Advanced Analytics Divide
What is Return on Investment and when ?
How can I trust technology to make decisions ?
What are the hidden costs ?
Business and organizational process changes ?
Return on Investment
Cost and Risk Mitigation Revenue Generation
Current Costs
Cost saving Use Cases
Predictive Models
Cost savings Model
Project and lifecycle costs*
50% - 300%
Norm
Revenue Use Cases
Predictive Models
Revenue Model
Project and lifecycle costs*
???
*Hidden costs
Trusting technology to make decisions
Descriptive Predictive Prescriptive
Level of Business Trust
Target Business Entities
Predictive
Model
Business
Intuition
Target Business Entities
Prescriptive
Model
Business
Intuition
Env Env
Business and Organizational structures
CDO
IT LOBLOB Corp
+ Higher quality Models
+ Economies of Scale
+ Data Ownership Boundaries
- Data Migration Projects*
- Org Changes*
*Hidden costs
IT LOBLOB Corp
+ Fewer Dependencies
+ Quicker Time to Insights
- Data Federation*
- Data Security*
- Data Ownership and Management*
Helping Business Leaders Get Over Their Learning Curve in Advanced Analytics

Más contenido relacionado

La actualidad más candente

Software Analytics for Pragmatists [DevOps Camp 2017]
Software Analytics for Pragmatists [DevOps Camp 2017]Software Analytics for Pragmatists [DevOps Camp 2017]
Software Analytics for Pragmatists [DevOps Camp 2017]Markus Harrer
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudInside Analysis
 
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...Sri Ambati
 
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...Marc Lelijveld
 
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...Solution Centric Architectural Presentation - A Journey from Data Paralysis t...
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...Denodo
 
Experiments With Knowledge Graphs in Fisheries & Oceans Canada
Experiments With Knowledge Graphs in Fisheries & Oceans CanadaExperiments With Knowledge Graphs in Fisheries & Oceans Canada
Experiments With Knowledge Graphs in Fisheries & Oceans CanadaNeo4j
 
Building a data platform tnt
Building a data platform tntBuilding a data platform tnt
Building a data platform tntBigDataExpo
 
DISUMMIT - Rishi Nalin Kumar from Datakind
DISUMMIT - Rishi Nalin Kumar from DatakindDISUMMIT - Rishi Nalin Kumar from Datakind
DISUMMIT - Rishi Nalin Kumar from DatakindDigitYser
 
Bde presentation dv
Bde presentation dvBde presentation dv
Bde presentation dvBigDataExpo
 
Fighting financial fraud at Danske Bank with artificial intelligence
Fighting financial fraud at Danske Bank with artificial intelligenceFighting financial fraud at Danske Bank with artificial intelligence
Fighting financial fraud at Danske Bank with artificial intelligenceRon Bodkin
 
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...Neo4j
 
CONNtext presentation
CONNtext presentationCONNtext presentation
CONNtext presentationArmedia LLC
 
Evolution of big data technology
Evolution of big data technologyEvolution of big data technology
Evolution of big data technologyMarket Analyzer
 
Fraud Detection Cookbook, PRODYNA
Fraud Detection Cookbook, PRODYNAFraud Detection Cookbook, PRODYNA
Fraud Detection Cookbook, PRODYNANeo4j
 
Back to Square One: Building a Data Science Team from Scratch
Back to Square One: Building a Data Science Team from ScratchBack to Square One: Building a Data Science Team from Scratch
Back to Square One: Building a Data Science Team from ScratchKlaas Bosteels
 
Building Data Science Teams
Building Data Science TeamsBuilding Data Science Teams
Building Data Science TeamsEMC
 
David Waxman Keynote
David Waxman KeynoteDavid Waxman Keynote
David Waxman KeynoteData Con LA
 

La actualidad más candente (20)

Software Analytics for Pragmatists [DevOps Camp 2017]
Software Analytics for Pragmatists [DevOps Camp 2017]Software Analytics for Pragmatists [DevOps Camp 2017]
Software Analytics for Pragmatists [DevOps Camp 2017]
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the Cloud
 
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...
Weiyan Zhao, Nationwide Insurance - A Decade of Data Science. The Nationwide ...
 
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...
Big Data Expo 2017 - Meer grip op outsourcingscontracten met data driven cust...
 
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...Solution Centric Architectural Presentation - A Journey from Data Paralysis t...
Solution Centric Architectural Presentation - A Journey from Data Paralysis t...
 
Experiments With Knowledge Graphs in Fisheries & Oceans Canada
Experiments With Knowledge Graphs in Fisheries & Oceans CanadaExperiments With Knowledge Graphs in Fisheries & Oceans Canada
Experiments With Knowledge Graphs in Fisheries & Oceans Canada
 
The Big Data Dream Team
The Big Data Dream TeamThe Big Data Dream Team
The Big Data Dream Team
 
Building a data platform tnt
Building a data platform tntBuilding a data platform tnt
Building a data platform tnt
 
DISUMMIT - Rishi Nalin Kumar from Datakind
DISUMMIT - Rishi Nalin Kumar from DatakindDISUMMIT - Rishi Nalin Kumar from Datakind
DISUMMIT - Rishi Nalin Kumar from Datakind
 
Bde presentation dv
Bde presentation dvBde presentation dv
Bde presentation dv
 
Fighting financial fraud at Danske Bank with artificial intelligence
Fighting financial fraud at Danske Bank with artificial intelligenceFighting financial fraud at Danske Bank with artificial intelligence
Fighting financial fraud at Danske Bank with artificial intelligence
 
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...
Data Lineage: Using Knowledge Graphs for Deeper Insights into Your Data Pipel...
 
CONNtext presentation
CONNtext presentationCONNtext presentation
CONNtext presentation
 
Evolution of big data technology
Evolution of big data technologyEvolution of big data technology
Evolution of big data technology
 
Cloud cop presentation
Cloud cop presentationCloud cop presentation
Cloud cop presentation
 
Fraud Detection Cookbook, PRODYNA
Fraud Detection Cookbook, PRODYNAFraud Detection Cookbook, PRODYNA
Fraud Detection Cookbook, PRODYNA
 
Back to Square One: Building a Data Science Team from Scratch
Back to Square One: Building a Data Science Team from ScratchBack to Square One: Building a Data Science Team from Scratch
Back to Square One: Building a Data Science Team from Scratch
 
Why Cisco- for-Intelligence
Why Cisco- for-IntelligenceWhy Cisco- for-Intelligence
Why Cisco- for-Intelligence
 
Building Data Science Teams
Building Data Science TeamsBuilding Data Science Teams
Building Data Science Teams
 
David Waxman Keynote
David Waxman KeynoteDavid Waxman Keynote
David Waxman Keynote
 

Destacado

Data Days 2014 - Dirk Wisselmann
Data Days 2014 - Dirk WisselmannData Days 2014 - Dirk Wisselmann
Data Days 2014 - Dirk Wisselmanndatadays
 
Using Search Analytics to Diagnose What’s Ailing your Information Architecture
Using Search Analytics to Diagnose What’s Ailing your Information ArchitectureUsing Search Analytics to Diagnose What’s Ailing your Information Architecture
Using Search Analytics to Diagnose What’s Ailing your Information ArchitectureLouis Rosenfeld
 
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and  Microsoft R Server  for HadoopAccelerating R analytics with Spark and  Microsoft R Server  for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for HadoopWilly Marroquin (WillyDevNET)
 
Advanced analytics
Advanced analyticsAdvanced analytics
Advanced analyticsShankar R
 
How to use SlideShare on LinkedIn
How to use SlideShare on LinkedInHow to use SlideShare on LinkedIn
How to use SlideShare on LinkedInRashmi Sinha
 
Cognitive analytics: What's coming in 2016?
Cognitive analytics: What's coming in 2016?Cognitive analytics: What's coming in 2016?
Cognitive analytics: What's coming in 2016?IBM Analytics
 
1° Sessione Oracle CRUI: Analytics Data Lab, the power of Big Data Investiga...
1° Sessione Oracle CRUI: Analytics Data Lab,  the power of Big Data Investiga...1° Sessione Oracle CRUI: Analytics Data Lab,  the power of Big Data Investiga...
1° Sessione Oracle CRUI: Analytics Data Lab, the power of Big Data Investiga...Jürgen Ambrosi
 
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...Jürgen Ambrosi
 
The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017LinkedIn
 

Destacado (20)

Real-life Application of Analytics: Fighting the Underworld of Bike Theft wit...
Real-life Application of Analytics: Fighting the Underworld of Bike Theft wit...Real-life Application of Analytics: Fighting the Underworld of Bike Theft wit...
Real-life Application of Analytics: Fighting the Underworld of Bike Theft wit...
 
Are API Services Taking Over All the Interesting Data Science Problems?
Are API Services Taking Over All the Interesting Data Science Problems?Are API Services Taking Over All the Interesting Data Science Problems?
Are API Services Taking Over All the Interesting Data Science Problems?
 
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
 
Data Days 2014 - Dirk Wisselmann
Data Days 2014 - Dirk WisselmannData Days 2014 - Dirk Wisselmann
Data Days 2014 - Dirk Wisselmann
 
Using Search Analytics to Diagnose What’s Ailing your Information Architecture
Using Search Analytics to Diagnose What’s Ailing your Information ArchitectureUsing Search Analytics to Diagnose What’s Ailing your Information Architecture
Using Search Analytics to Diagnose What’s Ailing your Information Architecture
 
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and  Microsoft R Server  for HadoopAccelerating R analytics with Spark and  Microsoft R Server  for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
 
Data and Local Government: Building & Configuring LA’s Real Estate Portfolio
Data and Local Government: Building & Configuring LA’s Real Estate PortfolioData and Local Government: Building & Configuring LA’s Real Estate Portfolio
Data and Local Government: Building & Configuring LA’s Real Estate Portfolio
 
Advanced analytics
Advanced analyticsAdvanced analytics
Advanced analytics
 
Image Processing as a Part of Big Data Initiatives
Image Processing as a Part of Big Data InitiativesImage Processing as a Part of Big Data Initiatives
Image Processing as a Part of Big Data Initiatives
 
How to use SlideShare on LinkedIn
How to use SlideShare on LinkedInHow to use SlideShare on LinkedIn
How to use SlideShare on LinkedIn
 
Cognitive analytics: What's coming in 2016?
Cognitive analytics: What's coming in 2016?Cognitive analytics: What's coming in 2016?
Cognitive analytics: What's coming in 2016?
 
Data Science Project Lifecycle and Skill Set
Data Science Project Lifecycle and Skill SetData Science Project Lifecycle and Skill Set
Data Science Project Lifecycle and Skill Set
 
Finance in a digital world
Finance in a digital worldFinance in a digital world
Finance in a digital world
 
1° Sessione Oracle CRUI: Analytics Data Lab, the power of Big Data Investiga...
1° Sessione Oracle CRUI: Analytics Data Lab,  the power of Big Data Investiga...1° Sessione Oracle CRUI: Analytics Data Lab,  the power of Big Data Investiga...
1° Sessione Oracle CRUI: Analytics Data Lab, the power of Big Data Investiga...
 
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...
2° Ciclo Microsoft CRUI 3° Sessione: l'evoluzione delle piattaforme tecnologi...
 
L21 Big Data and Analytics
L21 Big Data and AnalyticsL21 Big Data and Analytics
L21 Big Data and Analytics
 
Dama Southern Africa Vision
Dama Southern Africa VisionDama Southern Africa Vision
Dama Southern Africa Vision
 
5 Hot Trends for Data Analytics in 2017
5 Hot Trends for Data Analytics in 20175 Hot Trends for Data Analytics in 2017
5 Hot Trends for Data Analytics in 2017
 
Big Data and Advanced Analytics
Big Data and Advanced AnalyticsBig Data and Advanced Analytics
Big Data and Advanced Analytics
 
The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017The Top Skills That Can Get You Hired in 2017
The Top Skills That Can Get You Hired in 2017
 

Similar a Helping Business Leaders Get Over Their Learning Curve in Advanced Analytics

Measuring Business Value of IT
Measuring Business Value of ITMeasuring Business Value of IT
Measuring Business Value of ITAyelet Baron
 
Evolution of it management
Evolution of it managementEvolution of it management
Evolution of it managementSamah SAFI, MBA
 
IO Journey All Up
IO Journey All UpIO Journey All Up
IO Journey All Upbaselsss
 
TASSCC Presentation.ppt
TASSCC Presentation.pptTASSCC Presentation.ppt
TASSCC Presentation.pptpkumars
 
IT Management Introduction pdf to BLZ (1).pptx
IT Management Introduction pdf to BLZ (1).pptxIT Management Introduction pdf to BLZ (1).pptx
IT Management Introduction pdf to BLZ (1).pptxRakesh Nair
 
Value of enterprise architecture max webinar - m fulton
Value of enterprise architecture   max webinar - m fultonValue of enterprise architecture   max webinar - m fulton
Value of enterprise architecture max webinar - m fultonMAX Technical Training
 
Transformation in large Telecommunications Providers
Transformation in large Telecommunications ProvidersTransformation in large Telecommunications Providers
Transformation in large Telecommunications Providersbasmeh
 
Systems of Insights: BI Trends and the Smart Tools of the Future
Systems of Insights: BI Trends and the Smart Tools of the FutureSystems of Insights: BI Trends and the Smart Tools of the Future
Systems of Insights: BI Trends and the Smart Tools of the FutureYellowfin BI
 
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps Divide
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps DivideOptimizing DevOps Initiatives: The View from Both Sides of the DevOps Divide
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps DivideEnterprise Management Associates
 
Mass migrations stephen orban - gartner toronto 2017
Mass migrations   stephen orban - gartner toronto 2017Mass migrations   stephen orban - gartner toronto 2017
Mass migrations stephen orban - gartner toronto 2017Amazon Web Services
 
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...Enterprise Management Associates
 
Executive Overview on EDM Strategy
Executive Overview on EDM StrategyExecutive Overview on EDM Strategy
Executive Overview on EDM Strategyssuserf8f9b2
 
Best Practices for Rating and Policy Administration System Replacement
Best Practices for Rating and Policy Administration System ReplacementBest Practices for Rating and Policy Administration System Replacement
Best Practices for Rating and Policy Administration System ReplacementEdgewater
 
Service Now.Com Cio Presentation
Service Now.Com Cio PresentationService Now.Com Cio Presentation
Service Now.Com Cio Presentationcjurges
 
Service Now.Com Cio Presentation
Service Now.Com Cio PresentationService Now.Com Cio Presentation
Service Now.Com Cio Presentationcjurges
 

Similar a Helping Business Leaders Get Over Their Learning Curve in Advanced Analytics (20)

Measuring Business Value of IT
Measuring Business Value of ITMeasuring Business Value of IT
Measuring Business Value of IT
 
Evolution of it management
Evolution of it managementEvolution of it management
Evolution of it management
 
IO Journey All Up
IO Journey All UpIO Journey All Up
IO Journey All Up
 
TASSCC Presentation.ppt
TASSCC Presentation.pptTASSCC Presentation.ppt
TASSCC Presentation.ppt
 
IT Management Introduction pdf to BLZ (1).pptx
IT Management Introduction pdf to BLZ (1).pptxIT Management Introduction pdf to BLZ (1).pptx
IT Management Introduction pdf to BLZ (1).pptx
 
Mastech
MastechMastech
Mastech
 
Pmi Tvo 030508
Pmi Tvo 030508Pmi Tvo 030508
Pmi Tvo 030508
 
Value of enterprise architecture max webinar - m fulton
Value of enterprise architecture   max webinar - m fultonValue of enterprise architecture   max webinar - m fulton
Value of enterprise architecture max webinar - m fulton
 
Transformation in large Telecommunications Providers
Transformation in large Telecommunications ProvidersTransformation in large Telecommunications Providers
Transformation in large Telecommunications Providers
 
Systems of Insights: BI Trends and the Smart Tools of the Future
Systems of Insights: BI Trends and the Smart Tools of the FutureSystems of Insights: BI Trends and the Smart Tools of the Future
Systems of Insights: BI Trends and the Smart Tools of the Future
 
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps Divide
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps DivideOptimizing DevOps Initiatives: The View from Both Sides of the DevOps Divide
Optimizing DevOps Initiatives: The View from Both Sides of the DevOps Divide
 
Mass migrations stephen orban - gartner toronto 2017
Mass migrations   stephen orban - gartner toronto 2017Mass migrations   stephen orban - gartner toronto 2017
Mass migrations stephen orban - gartner toronto 2017
 
Isrc Architectingfor Agility J.Ross
Isrc Architectingfor Agility J.RossIsrc Architectingfor Agility J.Ross
Isrc Architectingfor Agility J.Ross
 
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...
Streamlining IT Operations: Bridging the Gap Between IT Effectiveness and Cos...
 
Executive Overview on EDM Strategy
Executive Overview on EDM StrategyExecutive Overview on EDM Strategy
Executive Overview on EDM Strategy
 
Best Practices for Rating and Policy Administration System Replacement
Best Practices for Rating and Policy Administration System ReplacementBest Practices for Rating and Policy Administration System Replacement
Best Practices for Rating and Policy Administration System Replacement
 
Service Now.Com Cio Presentation
Service Now.Com Cio PresentationService Now.Com Cio Presentation
Service Now.Com Cio Presentation
 
Service Now.Com Cio Presentation
Service Now.Com Cio PresentationService Now.Com Cio Presentation
Service Now.Com Cio Presentation
 
Ea As Strategy Ver1 1
Ea As Strategy Ver1 1Ea As Strategy Ver1 1
Ea As Strategy Ver1 1
 
Dr MR Spano Career 1 Page
Dr MR Spano Career 1 PageDr MR Spano Career 1 Page
Dr MR Spano Career 1 Page
 

Más de IDEAS - Int'l Data Engineering and Science Association

Más de IDEAS - Int'l Data Engineering and Science Association (20)

How to deliver effective data science projects
How to deliver effective data science projectsHow to deliver effective data science projects
How to deliver effective data science projects
 
Digital cracks in banking--Sid Nandi
Digital cracks in banking--Sid NandiDigital cracks in banking--Sid Nandi
Digital cracks in banking--Sid Nandi
 
“Full Stack” Data Science with R for Startups: Production-ready with Open-Sou...
“Full Stack” Data Science with R for Startups: Production-ready with Open-Sou...“Full Stack” Data Science with R for Startups: Production-ready with Open-Sou...
“Full Stack” Data Science with R for Startups: Production-ready with Open-Sou...
 
Battling Skynet: The Role of Humanity in Artificial Intelligence
Battling Skynet: The Role of Humanity in Artificial IntelligenceBattling Skynet: The Role of Humanity in Artificial Intelligence
Battling Skynet: The Role of Humanity in Artificial Intelligence
 
Implementing Artificial Intelligence with Big Data
Implementing Artificial Intelligence with Big DataImplementing Artificial Intelligence with Big Data
Implementing Artificial Intelligence with Big Data
 
Data Architecture (i.e., normalization / relational algebra) and Database Sec...
Data Architecture (i.e., normalization / relational algebra) and Database Sec...Data Architecture (i.e., normalization / relational algebra) and Database Sec...
Data Architecture (i.e., normalization / relational algebra) and Database Sec...
 
Blockchain Application in Real Estate Transactions
Blockchain Application in Real Estate TransactionsBlockchain Application in Real Estate Transactions
Blockchain Application in Real Estate Transactions
 
Learning to learn Model Behavior: How to use "human-in-the-loop" to explain d...
Learning to learn Model Behavior: How to use "human-in-the-loop" to explain d...Learning to learn Model Behavior: How to use "human-in-the-loop" to explain d...
Learning to learn Model Behavior: How to use "human-in-the-loop" to explain d...
 
Practical Machine Learning at Work
Practical Machine Learning at WorkPractical Machine Learning at Work
Practical Machine Learning at Work
 
Artificial Intelligence: Hype, Reality, Vision.
Artificial Intelligence: Hype, Reality, Vision.Artificial Intelligence: Hype, Reality, Vision.
Artificial Intelligence: Hype, Reality, Vision.
 
Operationalizing your Data Lake: Get Ready for Advanced Analytics
Operationalizing your Data Lake: Get Ready for Advanced AnalyticsOperationalizing your Data Lake: Get Ready for Advanced Analytics
Operationalizing your Data Lake: Get Ready for Advanced Analytics
 
Introduction to Deep Reinforcement Learning
Introduction to Deep Reinforcement LearningIntroduction to Deep Reinforcement Learning
Introduction to Deep Reinforcement Learning
 
Best Practices in Data Partnerships Between Mayor's Office and Academia
Best Practices in Data Partnerships Between Mayor's Office and AcademiaBest Practices in Data Partnerships Between Mayor's Office and Academia
Best Practices in Data Partnerships Between Mayor's Office and Academia
 
Everything You Wish You Knew About Search
Everything You Wish You Knew About SearchEverything You Wish You Knew About Search
Everything You Wish You Knew About Search
 
AliMe Bot Platform Technical Practice - Alibaba`s Personal Intelligent Assist...
AliMe Bot Platform Technical Practice - Alibaba`s Personal Intelligent Assist...AliMe Bot Platform Technical Practice - Alibaba`s Personal Intelligent Assist...
AliMe Bot Platform Technical Practice - Alibaba`s Personal Intelligent Assist...
 
Data-Driven AI for Entertainment and Healthcare
Data-Driven AI for Entertainment and HealthcareData-Driven AI for Entertainment and Healthcare
Data-Driven AI for Entertainment and Healthcare
 
Generating Creative Works with AI
Generating Creative Works with AIGenerating Creative Works with AI
Generating Creative Works with AI
 
Using AI to Tackle the Future of Health Care Data
Using AI to Tackle the Future of Health Care DataUsing AI to Tackle the Future of Health Care Data
Using AI to Tackle the Future of Health Care Data
 
State of AI/ML in Real Estate
State of AI/ML in Real EstateState of AI/ML in Real Estate
State of AI/ML in Real Estate
 
Hot Dog, Not Hot Dog! Generate new training data without taking more photos.
Hot Dog, Not Hot Dog! Generate new training data without taking more photos.Hot Dog, Not Hot Dog! Generate new training data without taking more photos.
Hot Dog, Not Hot Dog! Generate new training data without taking more photos.
 

Último

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 

Último (20)

Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 

Helping Business Leaders Get Over Their Learning Curve in Advanced Analytics

  • 1. Helping business leaders get over their learning curve in advanced analytics Feb 2017 saidevulapalli
  • 3. What is Return on Investment and when ? How can I trust technology to make decisions ? What are the hidden costs ? Business and organizational process changes ?
  • 4. Return on Investment Cost and Risk Mitigation Revenue Generation Current Costs Cost saving Use Cases Predictive Models Cost savings Model Project and lifecycle costs* 50% - 300% Norm Revenue Use Cases Predictive Models Revenue Model Project and lifecycle costs* ??? *Hidden costs
  • 5. Trusting technology to make decisions Descriptive Predictive Prescriptive Level of Business Trust Target Business Entities Predictive Model Business Intuition Target Business Entities Prescriptive Model Business Intuition Env Env
  • 6. Business and Organizational structures CDO IT LOBLOB Corp + Higher quality Models + Economies of Scale + Data Ownership Boundaries - Data Migration Projects* - Org Changes* *Hidden costs IT LOBLOB Corp + Fewer Dependencies + Quicker Time to Insights - Data Federation* - Data Security* - Data Ownership and Management*