SlideShare a Scribd company logo
1 of 42
Download to read offline
THE DATA &
ANALYTICS JOURNEY
Why it’s more attainable for your company than ever
before
Social Connections 11
Chicago June 1-2 2017
© 2017 PSC
Group, LLC
PLATINUM SPONSORS
GOLD SPONSORS
SILVER SPONSORS
THE THREE THINGS YOU ARE GOING
TO LEARN
1. Big Data does not mean “Big
Costs”
2. How mid-market / market-
leading and growth companies
have seen large benefits
3. Broader understanding of
what’s possible to move their
company through the journey
© 2017 PSC
Group, LLC
WHAT YOU ARE NOT GOING TO LEARN
• How to be a data scientist
• What products actually exist
• Vendor endorsement
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
© 2017 PSC
Group, LLC
JOHN HEAD
• Chief Evangelist & Business Development
• IBM Dual Champion - Collaboration and Cloud
• 25 years experience - 19 Consulting, 6 sales
• Speaker of 70+ sessions at conferences and user groups around
the world
• Specialize in Application Modernization & Integration
• 5 year Lumity Exec Board Member
• YWCA of Metropolitan Chicago Board Member
© 2017 PSC
Group, LLC
DR. MARK RODEN
• PSC Group LLC (Chicago USA)
• 20 years working with Web Technologies
• Principal Architect at PSC Group
• Project Leader
• Developer
• Evangelist
© 2017 PSC
Group, LLC
OUR METHODOLOGY
MODERNIZATION, NOT MIGRATION
Inventory
Existing
Application
Portfolio
Categorize and
Prioritize
Estimate
Modernization
Costs
Determine
Landing Platform
Network Impact
Analysis
Data Center
Impact Analysis
Define Security
Model on
Landing Platform
Establish
Tools &
Standards
Application
Transformation
Data
Transformation
Sunset
Legacy
Environment
Develop Support
and Staffing Plan
Application
Modernized!
Reduce Licensing
of Legacy
Environment
Define
Governance
Model
Modify
Infrastructure
Establish
Development
Environment
Specify and
Procure
Production
Hardware and
Software
Analysis & Design
Prepare for a more data driven,
mobile, social and dynamic future
Identify opportunities to enhance
processes, workflow and security
Technical
Analysis
Business Value
Analysis
Cultural Change
Analysis
Develop Training
Plan and
Materials
Train End Users
on Modernized
Application
ANALYZE
MODERNIZE
© 2017 PSC
Group, LLC
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
© 2017 PSC
Group, LLC
WHY NOW?
• Before 2014, Big Data/BI/Analytics was a game of the big enterprises
• Infrastructure
• Resources
• Cost
• “Reporting” was the Mid-Market sweet spot
• Excel / Crystal / Tableau
© 2017 PSC
Group, LLC
WHAT CHANGED
• Since 2014, the following has changed:
1. Acceptance of the cloud
1. Start-ups vs Mid-Market vs. Enterprise
2. Cost of Entry dramatically decreased
3. Need for specialization has decreased
4. Competitive Advantage of using your data is attainable
© 2017 PSC
Group, LLC
“BIG” MYTHS
• “Big” in Big Data/BI/Analytics no longer means
• Big Cost
• Big Infrastructure
• Big Maintenance
• Big Teams
• Big Data/BI Analytics is accessible to companies of any size
© 2017 PSC
Group, LLC
BUSINESS INTELLIGENCE
MATURITY ROADMAP
Fixed
What is going on?
Self Service
Let me see what is going on.
Monitoring
Are we meeting our KPIs?
Predictive
How can we be more efficient?
Increasingly
Mission Critical
Increasingly
resource intensive
© 2017 PSC
Group, LLC
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
VISUALIZATION
• (Data) Visualization is a general term that describes any
effort to help people understand the significance of data
by placing it in a visual context. Patterns, trends and
correlations that might go undetected in text-based data
can be exposed and recognized easier with data
visualization software.
© 2017 PSC
Group, LLC
VISUALIZATION
Traditional On Premises Tools
• Visualization as an IT service
• Excel to enterprise grade
• Reliance on someone else providing the
data service
Cloud Based Tooling
• Visualization as a Platform
• API Architecture
• Consumption of services
© 2017 PSC
Group, LLC
BI FOR THE MASSES
Everyone
Analysttoenduser
ITtoenduser
2nd wave
Self-service BI
1stwave
Technical BI
3rdwave
End user BI
© 2017 PSC
Group, LLC
TURNING DATA INTO BUSINESS
INSIGHTS IS CHALLENGING
Common BI challenges include…
Multiple data sources Data residing in SaaS solutions and other external locations is
difficult to access and refresh securely
End-to-end view Data often resides in disparate locations, making it difficult to
see a complete picture of your business
Right data for the right users
at the right time
Different roles have different needs and business users need
the latest operational data
© 2017 PSC
Group, LLC
DATA SOURCES
• Connect to cloud services you
already use - popular SaaS solutions
• Quickly start with solution-specific
content packs which include
• Explore data with fast data
processing
• Automatic data refresh is built-in
© 2017 PSC
Group, LLC
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
DATA WAREHOUSING AS A SERVICE
• Data Warehousing as a Service (DWaaS) is an outsourcing
model in which a service provider configures and
manages the hardware and software resources a data
warehouse requires, and the customer provides the data
and pays for the managed service.
© 2017 PSC
Group, LLC
DATA WAREHOUSING AS A SERVICE
• IBM dashDB
• Amazon RedShift
• Microsoft Azure Data Warehouse
• Google Big Query
© 2017 PSC
Group, LLC
A MODERN DATA WAREHOUSE AS A SERVICE
MASSIVELY PARALLEL PROCESSING
CLOUD FLEXIBILITY
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
COGNITIVE SERVICES
• Cognitive computing is the simulation of human thought
processes in a computerized model. Cognitive computing
involves self-learning systems that use data mining,
pattern recognition and natural language processing to
mimic the way the human brain works.
© 2017 PSC
Group, LLC
EVOLUTION OF BUSINESS
INTELLIGENCE
• Next step in BI and analytics is service based
• Cognitive analytics
• Service based intelligence
© 2017 PSC
Group, LLC
WHAT ARE COGNITIVE SERVICES?
• Set of core services delivered via API’s and SaaS products
• Core Services:
• Translation
• Discovery
• Image recognition
• Language patterns
© 2017 PSC
Group, LLC
COGNITIVE API SERVICES
• Vision
• Content Moderator
• Emotion
• Face
• Video
• Text to Speech
• Speaker Recognition
• Linguistic Analysis
• Text Analytics
• Translator
• Knowledge Exploration Service
• Recommendations
• Search
© 2017 PSC
Group, LLC
COGNITIVE API SERVICES
BUILDING COGNITIVE SERVICES INTO
YOUR APPLICATION
© 2017 PSC
Group, LLC
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
MACHINE LEARNING
• Machine learning is the subfield of computer science that
gives "computers the ability to learn without being
explicitly programmed.“ Evolved from the study of
pattern recognition and computational learning theory in
artificial intelligence,machine learning explores the study
and construction of algorithms that can learn from and
make predictions on data.
© 2017 PSC
Group, LLC
CLOUD PREDICTIVE ANALYTICS
• Drag and drop Predictive Analysis
• Visual comprehension of the ideas and concepts
• Cloud based
• As complex as you need it to be
• Accessible as a service
© 2017 PSC
Group, LLC
DRAG AND DROP PREDICTIVE ANALYTICS
© 2017 PSC
Group, LLC
DRAG AND DROP CONNECTIVITY
© 2017 PSC
Group, LLC
ACCESSIBILITY OF KNOWLEDGE
© 2017 PSC
Group, LLC
• Introductions
• State of the Union – Analytics, BI & Big Data for the Mid-Market
• Visualization
• Data Warehouse as a Service
• Cognitive Services
• Machine Learning for the Masses
• Wrap-up
THE THREE THINGS YOU LEARNED
1. Big Data does not mean “Big
Costs”
2. How mid-market / market-
leading and growth companies
have seen large benefits
3. Broader understanding of
what’s possible to move their
company through the journey
© 2017 PSC
Group, LLC
Thank You! Questions?
Contact:
John Head Mark Roden
312.999.5617 571.213.6618
jhead@psclistens.com mroden@psclistens.com
© 2017 PSC
Group, LLC

More Related Content

What's hot

Webinar: How to bridge department silos with office 365
Webinar: How to bridge department silos with office 365Webinar: How to bridge department silos with office 365
Webinar: How to bridge department silos with office 365Darrell Trimble
 
SharePoint as a Business Platform Why, What and How? – No Code
SharePoint as a Business Platform Why, What and How? – No CodeSharePoint as a Business Platform Why, What and How? – No Code
SharePoint as a Business Platform Why, What and How? – No Codedox42
 
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...DATAVERSITY
 
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...Perficient, Inc.
 
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud Solutions
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud SolutionsLower Cost and Complexity with Azure and StorSimple Hybrid Cloud Solutions
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud SolutionsPerficient, Inc.
 
Best Practices for a Successful SharePoint Migration or Upgrade to the Cloud
Best Practices for a Successful SharePoint Migration or Upgrade to the CloudBest Practices for a Successful SharePoint Migration or Upgrade to the Cloud
Best Practices for a Successful SharePoint Migration or Upgrade to the CloudPerficient, Inc.
 
Plan a Successful Information Management Solution Implementation
Plan a Successful Information Management Solution ImplementationPlan a Successful Information Management Solution Implementation
Plan a Successful Information Management Solution ImplementationJ. Kevin Parker, CIP
 
Microsoft Business Intelligence Vision and Strategy
Microsoft Business Intelligence Vision and StrategyMicrosoft Business Intelligence Vision and Strategy
Microsoft Business Intelligence Vision and StrategyNic Smith
 
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and Used
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and UsedDon't Make Us Think: Getting SharePoint to be Useful, Usable, and Used
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and UsedJ. Kevin Parker, CIP
 
Big MDM Part 2: Using a Graph Database for MDM and Relationship Management
Big MDM Part 2: Using a Graph Database for MDM and Relationship ManagementBig MDM Part 2: Using a Graph Database for MDM and Relationship Management
Big MDM Part 2: Using a Graph Database for MDM and Relationship ManagementCaserta
 
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...Inside Analysis
 
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data Wrong
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data WrongThe Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data Wrong
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data WrongDATAVERSITY
 
#InfoGov16: How to Plan a Successful IM Solution Implementation
#InfoGov16: How to Plan a Successful IM Solution Implementation#InfoGov16: How to Plan a Successful IM Solution Implementation
#InfoGov16: How to Plan a Successful IM Solution ImplementationJ. Kevin Parker, CIP
 
1 welcome and keynote storage strategies for the new normal
1 welcome and keynote storage strategies for the new normal1 welcome and keynote storage strategies for the new normal
1 welcome and keynote storage strategies for the new normalDr. Wilfred Lin (Ph.D.)
 
Slides: Success Stories for Data-to-Cloud
Slides: Success Stories for Data-to-CloudSlides: Success Stories for Data-to-Cloud
Slides: Success Stories for Data-to-CloudDATAVERSITY
 
A modern, flexible approach to Hadoop implementation incorporating innovation...
A modern, flexible approach to Hadoop implementation incorporating innovation...A modern, flexible approach to Hadoop implementation incorporating innovation...
A modern, flexible approach to Hadoop implementation incorporating innovation...DataWorks Summit
 
IBM Solutions Connect 2013 - Enterprise Content Management
IBM Solutions Connect 2013 - Enterprise Content ManagementIBM Solutions Connect 2013 - Enterprise Content Management
IBM Solutions Connect 2013 - Enterprise Content ManagementIBM Software India
 
Neo4j in Production: A look at Neo4j in the Real World
Neo4j in Production: A look at Neo4j in the Real WorldNeo4j in Production: A look at Neo4j in the Real World
Neo4j in Production: A look at Neo4j in the Real WorldNeo4j
 
SiSense Overview
SiSense OverviewSiSense Overview
SiSense OverviewBruno Aziza
 
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...Jouko Nyholm
 

What's hot (20)

Webinar: How to bridge department silos with office 365
Webinar: How to bridge department silos with office 365Webinar: How to bridge department silos with office 365
Webinar: How to bridge department silos with office 365
 
SharePoint as a Business Platform Why, What and How? – No Code
SharePoint as a Business Platform Why, What and How? – No CodeSharePoint as a Business Platform Why, What and How? – No Code
SharePoint as a Business Platform Why, What and How? – No Code
 
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...
Slides: Proven Strategies for Hybrid Cloud Computing with Mainframes — From A...
 
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...
Big Data Open Source Tools and Trends: Enable Real-Time Business Intelligence...
 
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud Solutions
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud SolutionsLower Cost and Complexity with Azure and StorSimple Hybrid Cloud Solutions
Lower Cost and Complexity with Azure and StorSimple Hybrid Cloud Solutions
 
Best Practices for a Successful SharePoint Migration or Upgrade to the Cloud
Best Practices for a Successful SharePoint Migration or Upgrade to the CloudBest Practices for a Successful SharePoint Migration or Upgrade to the Cloud
Best Practices for a Successful SharePoint Migration or Upgrade to the Cloud
 
Plan a Successful Information Management Solution Implementation
Plan a Successful Information Management Solution ImplementationPlan a Successful Information Management Solution Implementation
Plan a Successful Information Management Solution Implementation
 
Microsoft Business Intelligence Vision and Strategy
Microsoft Business Intelligence Vision and StrategyMicrosoft Business Intelligence Vision and Strategy
Microsoft Business Intelligence Vision and Strategy
 
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and Used
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and UsedDon't Make Us Think: Getting SharePoint to be Useful, Usable, and Used
Don't Make Us Think: Getting SharePoint to be Useful, Usable, and Used
 
Big MDM Part 2: Using a Graph Database for MDM and Relationship Management
Big MDM Part 2: Using a Graph Database for MDM and Relationship ManagementBig MDM Part 2: Using a Graph Database for MDM and Relationship Management
Big MDM Part 2: Using a Graph Database for MDM and Relationship Management
 
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...
At the Tipping Point: Considerations for Cloud BI in a Multi-platform BI Ente...
 
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data Wrong
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data WrongThe Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data Wrong
The Heart of Data Modeling: 7 Ways Your Agile Project is Managing Data Wrong
 
#InfoGov16: How to Plan a Successful IM Solution Implementation
#InfoGov16: How to Plan a Successful IM Solution Implementation#InfoGov16: How to Plan a Successful IM Solution Implementation
#InfoGov16: How to Plan a Successful IM Solution Implementation
 
1 welcome and keynote storage strategies for the new normal
1 welcome and keynote storage strategies for the new normal1 welcome and keynote storage strategies for the new normal
1 welcome and keynote storage strategies for the new normal
 
Slides: Success Stories for Data-to-Cloud
Slides: Success Stories for Data-to-CloudSlides: Success Stories for Data-to-Cloud
Slides: Success Stories for Data-to-Cloud
 
A modern, flexible approach to Hadoop implementation incorporating innovation...
A modern, flexible approach to Hadoop implementation incorporating innovation...A modern, flexible approach to Hadoop implementation incorporating innovation...
A modern, flexible approach to Hadoop implementation incorporating innovation...
 
IBM Solutions Connect 2013 - Enterprise Content Management
IBM Solutions Connect 2013 - Enterprise Content ManagementIBM Solutions Connect 2013 - Enterprise Content Management
IBM Solutions Connect 2013 - Enterprise Content Management
 
Neo4j in Production: A look at Neo4j in the Real World
Neo4j in Production: A look at Neo4j in the Real WorldNeo4j in Production: A look at Neo4j in the Real World
Neo4j in Production: A look at Neo4j in the Real World
 
SiSense Overview
SiSense OverviewSiSense Overview
SiSense Overview
 
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
 

Similar to The Data & Analytics Journey – Why it’s more attainable for your company than ever before

Converging your data landscape
Converging your data landscapeConverging your data landscape
Converging your data landscapeMapR Technologies
 
How Western Alliance Bank is Innovating with Oracle Analytics Cloud
How Western Alliance Bank is Innovating with Oracle Analytics CloudHow Western Alliance Bank is Innovating with Oracle Analytics Cloud
How Western Alliance Bank is Innovating with Oracle Analytics CloudPerficient, Inc.
 
Modernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationModernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationDenodo
 
The Connected Consumer – Real-time Customer 360
The Connected Consumer – Real-time Customer 360The Connected Consumer – Real-time Customer 360
The Connected Consumer – Real-time Customer 360Capgemini
 
Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Standards Customer Council
 
King County Information Technology
King County Information TechnologyKing County Information Technology
King County Information TechnologyJamie Holter
 
What You Don’t Know May Hurt You – Achieving Insight and Knowledge Discovery
What You Don’t Know May Hurt You – Achieving Insight and Knowledge DiscoveryWhat You Don’t Know May Hurt You – Achieving Insight and Knowledge Discovery
What You Don’t Know May Hurt You – Achieving Insight and Knowledge DiscoveryConcept Searching, Inc
 
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...BigDataEverywhere
 
Take the Bias out of Big Data Insights With Augmented Analytics
Take the Bias out of Big Data Insights With Augmented AnalyticsTake the Bias out of Big Data Insights With Augmented Analytics
Take the Bias out of Big Data Insights With Augmented AnalyticsTyler Wishnoff
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationDATAVERSITY
 
BAR360 open data platform presentation at DAMA, Sydney
BAR360 open data platform presentation at DAMA, SydneyBAR360 open data platform presentation at DAMA, Sydney
BAR360 open data platform presentation at DAMA, SydneySai Paravastu
 
Business Centric Data Modeling
Business Centric Data ModelingBusiness Centric Data Modeling
Business Centric Data ModelingDATAVERSITY
 
Roadmap to data driven advice michael goedhart 1v0
Roadmap to data driven advice michael goedhart 1v0Roadmap to data driven advice michael goedhart 1v0
Roadmap to data driven advice michael goedhart 1v0BigDataExpo
 
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing Keynote
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing KeynoteArchitecting Data For The Modern Enterprise - Data Summit 2017, Closing Keynote
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing KeynoteCaserta
 
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...Capgemini
 
IBM Relay 2015: Open for Data
IBM Relay 2015: Open for Data IBM Relay 2015: Open for Data
IBM Relay 2015: Open for Data IBM
 
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...Enterprise Management Associates
 
Data strategy demistifying data
Data strategy demistifying dataData strategy demistifying data
Data strategy demistifying dataHans Verstraeten
 

Similar to The Data & Analytics Journey – Why it’s more attainable for your company than ever before (20)

Converging your data landscape
Converging your data landscapeConverging your data landscape
Converging your data landscape
 
How Western Alliance Bank is Innovating with Oracle Analytics Cloud
How Western Alliance Bank is Innovating with Oracle Analytics CloudHow Western Alliance Bank is Innovating with Oracle Analytics Cloud
How Western Alliance Bank is Innovating with Oracle Analytics Cloud
 
Modernizing Integration with Data Virtualization
Modernizing Integration with Data VirtualizationModernizing Integration with Data Virtualization
Modernizing Integration with Data Virtualization
 
The Connected Consumer – Real-time Customer 360
The Connected Consumer – Real-time Customer 360The Connected Consumer – Real-time Customer 360
The Connected Consumer – Real-time Customer 360
 
SaaS BI
SaaS BISaaS BI
SaaS BI
 
Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0Cloud Customer Architecture for Big Data and Analytics V2.0
Cloud Customer Architecture for Big Data and Analytics V2.0
 
King County Information Technology
King County Information TechnologyKing County Information Technology
King County Information Technology
 
What You Don’t Know May Hurt You – Achieving Insight and Knowledge Discovery
What You Don’t Know May Hurt You – Achieving Insight and Knowledge DiscoveryWhat You Don’t Know May Hurt You – Achieving Insight and Knowledge Discovery
What You Don’t Know May Hurt You – Achieving Insight and Knowledge Discovery
 
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...
 
Take the Bias out of Big Data Insights With Augmented Analytics
Take the Bias out of Big Data Insights With Augmented AnalyticsTake the Bias out of Big Data Insights With Augmented Analytics
Take the Bias out of Big Data Insights With Augmented Analytics
 
Data Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital TransformationData Architecture Strategies: Data Architecture for Digital Transformation
Data Architecture Strategies: Data Architecture for Digital Transformation
 
SAS Institute: Big data and smarter analytics
SAS Institute: Big data and smarter analyticsSAS Institute: Big data and smarter analytics
SAS Institute: Big data and smarter analytics
 
BAR360 open data platform presentation at DAMA, Sydney
BAR360 open data platform presentation at DAMA, SydneyBAR360 open data platform presentation at DAMA, Sydney
BAR360 open data platform presentation at DAMA, Sydney
 
Business Centric Data Modeling
Business Centric Data ModelingBusiness Centric Data Modeling
Business Centric Data Modeling
 
Roadmap to data driven advice michael goedhart 1v0
Roadmap to data driven advice michael goedhart 1v0Roadmap to data driven advice michael goedhart 1v0
Roadmap to data driven advice michael goedhart 1v0
 
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing Keynote
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing KeynoteArchitecting Data For The Modern Enterprise - Data Summit 2017, Closing Keynote
Architecting Data For The Modern Enterprise - Data Summit 2017, Closing Keynote
 
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...
CWIN17 san francisco-thomas dornis-2017 - Data concierge-The Foundation of a ...
 
IBM Relay 2015: Open for Data
IBM Relay 2015: Open for Data IBM Relay 2015: Open for Data
IBM Relay 2015: Open for Data
 
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...
How Analytics Optimize Migration to Amazon Web Services, Microsoft Azure and ...
 
Data strategy demistifying data
Data strategy demistifying dataData strategy demistifying data
Data strategy demistifying data
 

More from John Head

Personal Branding 2017
Personal Branding 2017Personal Branding 2017
Personal Branding 2017John Head
 
Application modernization meets human factors what's next
Application modernization meets human factors   what's nextApplication modernization meets human factors   what's next
Application modernization meets human factors what's nextJohn Head
 
The fork in the road - the Application Modernization Roadmap for Notes/Domin...
The fork in the road -  the Application Modernization Roadmap for Notes/Domin...The fork in the road -  the Application Modernization Roadmap for Notes/Domin...
The fork in the road - the Application Modernization Roadmap for Notes/Domin...John Head
 
Transitioning Data from Legacy Systems into QuickBase
Transitioning Data from Legacy Systems into QuickBaseTransitioning Data from Legacy Systems into QuickBase
Transitioning Data from Legacy Systems into QuickBaseJohn Head
 
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience DDX-1420: Bringing Your Web Applications to the IBM Digital Experience
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience John Head
 
“What the App?”… A Modernization Strategy for Your Business Applications
“What the App?”… A Modernization Strategy for Your Business Applications “What the App?”… A Modernization Strategy for Your Business Applications
“What the App?”… A Modernization Strategy for Your Business Applications John Head
 
The Cloud and You - the ’as a service’ disruption you can’t ignore
The Cloud and You - the ’as a service’ disruption you can’t ignoreThe Cloud and You - the ’as a service’ disruption you can’t ignore
The Cloud and You - the ’as a service’ disruption you can’t ignoreJohn Head
 
Application Modernization meets Cloud and Mobile ... Where to Start?
Application Modernization meets Cloud and Mobile ... Where to Start?Application Modernization meets Cloud and Mobile ... Where to Start?
Application Modernization meets Cloud and Mobile ... Where to Start?John Head
 
Bringing Your Web Apps to IBM Digital Experience
Bringing Your Web Apps to IBM Digital ExperienceBringing Your Web Apps to IBM Digital Experience
Bringing Your Web Apps to IBM Digital ExperienceJohn Head
 
What the App? : A Modernization Strategy for Your Business Applications
What the App? : A Modernization Strategy for Your Business ApplicationsWhat the App? : A Modernization Strategy for Your Business Applications
What the App? : A Modernization Strategy for Your Business ApplicationsJohn Head
 
PSC Notes/Domino Survey Results - Infographic
PSC Notes/Domino Survey Results - InfographicPSC Notes/Domino Survey Results - Infographic
PSC Notes/Domino Survey Results - InfographicJohn Head
 
PSC Notes/Domino Survey Results
PSC Notes/Domino Survey ResultsPSC Notes/Domino Survey Results
PSC Notes/Domino Survey ResultsJohn Head
 
The Cloud and You - the 'as a service' disruption you can't ignore
The Cloud and You - the 'as a service' disruption you can't ignoreThe Cloud and You - the 'as a service' disruption you can't ignore
The Cloud and You - the 'as a service' disruption you can't ignoreJohn Head
 
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...John Head
 
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...John Head
 
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...John Head
 
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)John Head
 
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile First
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile FirstBP110: The Mobile Distruption - Why XPages Development is targeting Mobile First
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile FirstJohn Head
 
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile First
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile FirstAD502: The Mobile Disruption: Why XPages Development is Targeting Mobile First
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile FirstJohn Head
 
Social Selling in the Real World
Social Selling in the Real WorldSocial Selling in the Real World
Social Selling in the Real WorldJohn Head
 

More from John Head (20)

Personal Branding 2017
Personal Branding 2017Personal Branding 2017
Personal Branding 2017
 
Application modernization meets human factors what's next
Application modernization meets human factors   what's nextApplication modernization meets human factors   what's next
Application modernization meets human factors what's next
 
The fork in the road - the Application Modernization Roadmap for Notes/Domin...
The fork in the road -  the Application Modernization Roadmap for Notes/Domin...The fork in the road -  the Application Modernization Roadmap for Notes/Domin...
The fork in the road - the Application Modernization Roadmap for Notes/Domin...
 
Transitioning Data from Legacy Systems into QuickBase
Transitioning Data from Legacy Systems into QuickBaseTransitioning Data from Legacy Systems into QuickBase
Transitioning Data from Legacy Systems into QuickBase
 
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience DDX-1420: Bringing Your Web Applications to the IBM Digital Experience
DDX-1420: Bringing Your Web Applications to the IBM Digital Experience
 
“What the App?”… A Modernization Strategy for Your Business Applications
“What the App?”… A Modernization Strategy for Your Business Applications “What the App?”… A Modernization Strategy for Your Business Applications
“What the App?”… A Modernization Strategy for Your Business Applications
 
The Cloud and You - the ’as a service’ disruption you can’t ignore
The Cloud and You - the ’as a service’ disruption you can’t ignoreThe Cloud and You - the ’as a service’ disruption you can’t ignore
The Cloud and You - the ’as a service’ disruption you can’t ignore
 
Application Modernization meets Cloud and Mobile ... Where to Start?
Application Modernization meets Cloud and Mobile ... Where to Start?Application Modernization meets Cloud and Mobile ... Where to Start?
Application Modernization meets Cloud and Mobile ... Where to Start?
 
Bringing Your Web Apps to IBM Digital Experience
Bringing Your Web Apps to IBM Digital ExperienceBringing Your Web Apps to IBM Digital Experience
Bringing Your Web Apps to IBM Digital Experience
 
What the App? : A Modernization Strategy for Your Business Applications
What the App? : A Modernization Strategy for Your Business ApplicationsWhat the App? : A Modernization Strategy for Your Business Applications
What the App? : A Modernization Strategy for Your Business Applications
 
PSC Notes/Domino Survey Results - Infographic
PSC Notes/Domino Survey Results - InfographicPSC Notes/Domino Survey Results - Infographic
PSC Notes/Domino Survey Results - Infographic
 
PSC Notes/Domino Survey Results
PSC Notes/Domino Survey ResultsPSC Notes/Domino Survey Results
PSC Notes/Domino Survey Results
 
The Cloud and You - the 'as a service' disruption you can't ignore
The Cloud and You - the 'as a service' disruption you can't ignoreThe Cloud and You - the 'as a service' disruption you can't ignore
The Cloud and You - the 'as a service' disruption you can't ignore
 
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...
IBM Digital Experience 2015 - APPLICATION MODERNIZATION IN THE DIGITAL EXPERI...
 
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...
Intuit Quickbase Empower 2015 - Finish Strong: SUCCESSFULLLY ROLLING OUT YOUR...
 
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...
DEV 201 - Beyond Responsive Design: Turning SharePoint into a mobile and mode...
 
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)
25th anniversary of Lotus Notes, told by Ray Ozzie on Twitter (@rozzie)
 
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile First
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile FirstBP110: The Mobile Distruption - Why XPages Development is targeting Mobile First
BP110: The Mobile Distruption - Why XPages Development is targeting Mobile First
 
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile First
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile FirstAD502: The Mobile Disruption: Why XPages Development is Targeting Mobile First
AD502: The Mobile Disruption: Why XPages Development is Targeting Mobile First
 
Social Selling in the Real World
Social Selling in the Real WorldSocial Selling in the Real World
Social Selling in the Real World
 

Recently uploaded

costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentationphoebematthew05
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
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
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024The Digital Insurer
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024BookNet Canada
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Patryk Bandurski
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 

Recently uploaded (20)

costume and set research powerpoint presentation
costume and set research powerpoint presentationcostume and set research powerpoint presentation
costume and set research powerpoint presentation
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
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
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024My INSURER PTE LTD - Insurtech Innovation Award 2024
My INSURER PTE LTD - Insurtech Innovation Award 2024
 
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
New from BookNet Canada for 2024: BNC BiblioShare - Tech Forum 2024
 
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
Integration and Automation in Practice: CI/CD in Mule Integration and Automat...
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 

The Data & Analytics Journey – Why it’s more attainable for your company than ever before

  • 1. THE DATA & ANALYTICS JOURNEY Why it’s more attainable for your company than ever before Social Connections 11 Chicago June 1-2 2017 © 2017 PSC Group, LLC
  • 3. THE THREE THINGS YOU ARE GOING TO LEARN 1. Big Data does not mean “Big Costs” 2. How mid-market / market- leading and growth companies have seen large benefits 3. Broader understanding of what’s possible to move their company through the journey © 2017 PSC Group, LLC
  • 4. WHAT YOU ARE NOT GOING TO LEARN • How to be a data scientist • What products actually exist • Vendor endorsement © 2017 PSC Group, LLC
  • 5. • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up © 2017 PSC Group, LLC
  • 6. JOHN HEAD • Chief Evangelist & Business Development • IBM Dual Champion - Collaboration and Cloud • 25 years experience - 19 Consulting, 6 sales • Speaker of 70+ sessions at conferences and user groups around the world • Specialize in Application Modernization & Integration • 5 year Lumity Exec Board Member • YWCA of Metropolitan Chicago Board Member © 2017 PSC Group, LLC
  • 7. DR. MARK RODEN • PSC Group LLC (Chicago USA) • 20 years working with Web Technologies • Principal Architect at PSC Group • Project Leader • Developer • Evangelist © 2017 PSC Group, LLC
  • 8. OUR METHODOLOGY MODERNIZATION, NOT MIGRATION Inventory Existing Application Portfolio Categorize and Prioritize Estimate Modernization Costs Determine Landing Platform Network Impact Analysis Data Center Impact Analysis Define Security Model on Landing Platform Establish Tools & Standards Application Transformation Data Transformation Sunset Legacy Environment Develop Support and Staffing Plan Application Modernized! Reduce Licensing of Legacy Environment Define Governance Model Modify Infrastructure Establish Development Environment Specify and Procure Production Hardware and Software Analysis & Design Prepare for a more data driven, mobile, social and dynamic future Identify opportunities to enhance processes, workflow and security Technical Analysis Business Value Analysis Cultural Change Analysis Develop Training Plan and Materials Train End Users on Modernized Application ANALYZE MODERNIZE © 2017 PSC Group, LLC
  • 9. © 2017 PSC Group, LLC • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 11. WHY NOW? • Before 2014, Big Data/BI/Analytics was a game of the big enterprises • Infrastructure • Resources • Cost • “Reporting” was the Mid-Market sweet spot • Excel / Crystal / Tableau © 2017 PSC Group, LLC
  • 12. WHAT CHANGED • Since 2014, the following has changed: 1. Acceptance of the cloud 1. Start-ups vs Mid-Market vs. Enterprise 2. Cost of Entry dramatically decreased 3. Need for specialization has decreased 4. Competitive Advantage of using your data is attainable © 2017 PSC Group, LLC
  • 13. “BIG” MYTHS • “Big” in Big Data/BI/Analytics no longer means • Big Cost • Big Infrastructure • Big Maintenance • Big Teams • Big Data/BI Analytics is accessible to companies of any size © 2017 PSC Group, LLC
  • 14. BUSINESS INTELLIGENCE MATURITY ROADMAP Fixed What is going on? Self Service Let me see what is going on. Monitoring Are we meeting our KPIs? Predictive How can we be more efficient? Increasingly Mission Critical Increasingly resource intensive © 2017 PSC Group, LLC
  • 15. © 2017 PSC Group, LLC • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 16. VISUALIZATION • (Data) Visualization is a general term that describes any effort to help people understand the significance of data by placing it in a visual context. Patterns, trends and correlations that might go undetected in text-based data can be exposed and recognized easier with data visualization software. © 2017 PSC Group, LLC
  • 17. VISUALIZATION Traditional On Premises Tools • Visualization as an IT service • Excel to enterprise grade • Reliance on someone else providing the data service Cloud Based Tooling • Visualization as a Platform • API Architecture • Consumption of services © 2017 PSC Group, LLC
  • 18. BI FOR THE MASSES Everyone Analysttoenduser ITtoenduser 2nd wave Self-service BI 1stwave Technical BI 3rdwave End user BI © 2017 PSC Group, LLC
  • 19. TURNING DATA INTO BUSINESS INSIGHTS IS CHALLENGING Common BI challenges include… Multiple data sources Data residing in SaaS solutions and other external locations is difficult to access and refresh securely End-to-end view Data often resides in disparate locations, making it difficult to see a complete picture of your business Right data for the right users at the right time Different roles have different needs and business users need the latest operational data © 2017 PSC Group, LLC
  • 20. DATA SOURCES • Connect to cloud services you already use - popular SaaS solutions • Quickly start with solution-specific content packs which include • Explore data with fast data processing • Automatic data refresh is built-in © 2017 PSC Group, LLC
  • 21. © 2017 PSC Group, LLC • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 22. DATA WAREHOUSING AS A SERVICE • Data Warehousing as a Service (DWaaS) is an outsourcing model in which a service provider configures and manages the hardware and software resources a data warehouse requires, and the customer provides the data and pays for the managed service. © 2017 PSC Group, LLC
  • 23. DATA WAREHOUSING AS A SERVICE • IBM dashDB • Amazon RedShift • Microsoft Azure Data Warehouse • Google Big Query © 2017 PSC Group, LLC
  • 24. A MODERN DATA WAREHOUSE AS A SERVICE
  • 27. © 2017 PSC Group, LLC • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 28. COGNITIVE SERVICES • Cognitive computing is the simulation of human thought processes in a computerized model. Cognitive computing involves self-learning systems that use data mining, pattern recognition and natural language processing to mimic the way the human brain works. © 2017 PSC Group, LLC
  • 29. EVOLUTION OF BUSINESS INTELLIGENCE • Next step in BI and analytics is service based • Cognitive analytics • Service based intelligence © 2017 PSC Group, LLC
  • 30. WHAT ARE COGNITIVE SERVICES? • Set of core services delivered via API’s and SaaS products • Core Services: • Translation • Discovery • Image recognition • Language patterns © 2017 PSC Group, LLC
  • 31. COGNITIVE API SERVICES • Vision • Content Moderator • Emotion • Face • Video • Text to Speech • Speaker Recognition • Linguistic Analysis • Text Analytics • Translator • Knowledge Exploration Service • Recommendations • Search © 2017 PSC Group, LLC
  • 33. BUILDING COGNITIVE SERVICES INTO YOUR APPLICATION © 2017 PSC Group, LLC
  • 34. © 2017 PSC Group, LLC • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 35. MACHINE LEARNING • Machine learning is the subfield of computer science that gives "computers the ability to learn without being explicitly programmed.“ Evolved from the study of pattern recognition and computational learning theory in artificial intelligence,machine learning explores the study and construction of algorithms that can learn from and make predictions on data. © 2017 PSC Group, LLC
  • 36. CLOUD PREDICTIVE ANALYTICS • Drag and drop Predictive Analysis • Visual comprehension of the ideas and concepts • Cloud based • As complex as you need it to be • Accessible as a service © 2017 PSC Group, LLC
  • 37. DRAG AND DROP PREDICTIVE ANALYTICS © 2017 PSC Group, LLC
  • 38. DRAG AND DROP CONNECTIVITY © 2017 PSC Group, LLC
  • 39. ACCESSIBILITY OF KNOWLEDGE © 2017 PSC Group, LLC
  • 40. • Introductions • State of the Union – Analytics, BI & Big Data for the Mid-Market • Visualization • Data Warehouse as a Service • Cognitive Services • Machine Learning for the Masses • Wrap-up
  • 41. THE THREE THINGS YOU LEARNED 1. Big Data does not mean “Big Costs” 2. How mid-market / market- leading and growth companies have seen large benefits 3. Broader understanding of what’s possible to move their company through the journey © 2017 PSC Group, LLC
  • 42. Thank You! Questions? Contact: John Head Mark Roden 312.999.5617 571.213.6618 jhead@psclistens.com mroden@psclistens.com © 2017 PSC Group, LLC