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DATA LITERACY
WHERE TO START?
Andy Painter (Regional Manager) May 2020
andrewp@altis.com.au
1Commercial-in-Confidence
2Commercial-in-Confidence
By 2025, it’s estimated that
463 exabytes of data will be
created each day globally –
that’s the equivalent of
212,765,957 DVDs per day!
AGENDA
3
• Welcome
• WHY: Benefits of Data Literacy
• WHAT: is Data Literacy
• HOW: Where to Start
• Summary
• Q & A
Commercial-in-Confidence
Australia and New Zealand’s largest
privately owned Data & Analytics
consultancy
For 22 years, we have been combining
industry expertise with technical capability
to deliver tangible business outcomes while
maintaining the Altis ethos of Connecting
with Courage, Heart and Insight.
Established in 1998
Offices in Sydney, Brisbane, Melbourne,
Canberra, Auckland and London
Vendor independent
ABOUT ALTIS
115+ 4Commercial-in-Confidence
ALTIS NAMED IN GARTNER’S MARKET GUIDE
5Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
6
WHY: Benefits of Data Literacy
Commercial-in-Confidence
7Commercial-in-Confidence
https://accntu.re/2xQKamq
8
Challenge 1 : Employees are overwhelmed with data
74% of employees
reported feeling
overwhelmed or
unhappy when
working with data.
Commercial-in-Confidence
9
Challenge 2 : they experience decreased productivity
36% reported
spending at least one
hour per week
procrastinating over
data-related tasks.
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10
Challenge 3 : and it’s a daily struggle to use data
14% of employees
reported feeling
overwhelmed at least
once each day when
working with data, a
percentage that rose to
nearly half of
employees on a weekly
basis.
Commercial-in-Confidence
11
Outcome : Productivity losses of over $100 bln annually!
The global study
calculated that data-
induced procrastination
and stress-related sick-
leave cause companies
to lose, on average,
more than five working
days per employee per
year.
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12
Benefits : Uplift in Data Literacy = uplift in Enterprise Value
Large enterprises that
have higher corporate
data literacy
experience $320-$534
million in higher
enterprise value (the
total market value of
the business).
Commercial-in-Confidence
13
WHAT: is Data Literacy
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14
Do you speak data?
Gartner defines data literacy as
the ability to read, write and
communicate data in context,
including an understanding of
data sources and constructs,
analytical methods and
techniques applied — and the
ability to describe the use case,
application and resulting value.
Commercial-in-Confidence
15
Data Literacy is critical for Industry 4.0
To succeed in Industry 4.0
organisations must focus on
building a culture of data literacy
within their company.
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Empowering data workers at all
levels of the organization,
regardless of technical acumen to
become data literate will ensure
success.
16
Data Literacy as a common language of business
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17
What does Data Literacy mean to Altis
Commercial-in-Confidence
Base level training - our Data Literacy 101 course outline below as an example
Why Data Literacy?
Summarising Data
Traps: When summary
stats mislead!
Relationship between
two variables
Seasonality
• Visualising distributions
- Histograms
• Measures of centre
- Mean, mode,
median
• Measures of spread
- variance, standard
deviation,
interquartile range
• Other ways to describe
distributions
- Percentiles,
skewness
• Treating highly-skewed
data
• Detecting and treating
outliers
• Treating missing values
• De-averaging and
disaggregating
• Visualising relationships
with scatter plots
• Measures of correlation
• Correlation vs causation
• Common seasonal
patterns
• Adjusting for seasonal
effects
18
HOW: Where to Start
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19
Data Literacy Strategy & Roadmap
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Execute StrategyDevelop Strategy
Knowledge Transfer and Training
Altis Project Delivery Framework
Define
Data
Personas
&
Requirem
ents
Identify
Data
Literacy
Gaps
Document
and
Deliver
Roadmap
Design
initiatives
to
improve
Data
Literacy
Project
Kick-off
Educate
on
Principles
Assess
Data
Literacy
Maturity
Data Literacy Steering Group
StrategyEndorsement
ALTIS DATA LITERACY STRATEGY FRAMEWORK
Phase 2Phase 1 Phase 3 Phase..n
20
Assess Data Literacy Maturity
20 Questions over 4 topics
• Reading
• Working With
• Analysing
• Data Storytelling
https://survey.altis.com.au/sur
vey/start
Commercial-in-Confidence
21
Build Data Persona’s
Examples
• Data Champion
• Data Adept
• Data Learner
• Data Sceptic
https://bit.ly/2WHsSk8
https://bit.ly/35NmNXr
Commercial-in-Confidence
22
Plan initiatives to address gaps
• Identify Data Literacy gaps
• Design initiatives to
address gaps
• Roadmap and Plan
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23
Summary
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24
SUMMARY
• Data Literacy is: ability to read, write and communicate data in context
• Successful in next industry revolution: Industry 4.0 - requires Data Literacy
• Significant wins for employee and organisation in improving data literacy
• Altis can help
• Data Literacy Training
• Data Literacy Strategy & Roadmap
Commercial-in-Confidence
QUESTIONS
25Commercial-in-Confidence
26Commercial-in-Confidence
CONNECT WITH US
www.altis.com.au
connect@altis.com.au
+61 9211 1522
twitter.com/altis_DWBI
facebook.com/altisconsulting/
linkedin.com/company/altis-consulting/
youtube.com/AltisConsulting
27
ABOUT ALTIS
Commercial-in-Confidence
Australia and New Zealand’s largest
privately owned Data & Analytics
consultancy
For 22 years, we have been combining
industry expertise with technical capability
to deliver tangible business outcomes while
maintaining the Altis ethos of Connecting
with Courage, Heart and Insight.
Established in 1998
Offices in Sydney, Brisbane, Melbourne,
Canberra, Auckland and London
Vendor independent
ABOUT ALTIS
115+ 28Commercial-in-Confidence
ALTIS NAMED IN GARTNER’S MARKET GUIDE
29Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
OUR ETHOS
We build and maintain trusted relationships, connecting with our clients through our:
 courage to tell it like it is and step up to every challenge
 heart to care passionately about your business
 unique insight derived from our 115+ permanent staff
30Commercial-in-Confidence
Great Place To Work
10 years in a row
Our efforts have seen us recognised in BRW’s
Annual Best Places to Work 10 years in a row
since 2010.
Work180
Endorsed employer for women
We have also been endorsed as a Work180
Employer for Women. Empowering every
woman to choose a workplace where they can
thrive.
OUR ACCOMPLISHMENTS
31Commercial-in-Confidence
OUR PRODUCTS/SERVICES
32Commercial-in-Confidence
ALTIS NAMED IN GARTNER’S MARKET GUIDE
33Commercial-in-Confidence
For the second year in a row, Altis Consulting has been recognised in
Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”.
The report identifies service providers with a proven track record of
delivering successful analytics programs.
Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report
reaffirms our position as the leading data and analytics service provider
in Australia and New Zealand. Our focus on utilising industry expertise,
modern technologies, and repeatable patterns to accelerate the delivery
of tangible business outcomes for our clients continues to shine through.
We are delighted to be acknowledged again.”
OUR CLIENTS
Utilities
Health
Higher
Education
Financial
Services
Transport &
Logistics
Government
Other
34Commercial-in-Confidence
MANAGED SERVICE CLIENTS
We manage your data for you, safely and securely, with tangible benefits.
35Commercial-in-Confidence
ALTIS CONSULTING HAVE THE EXPERTISE TO DELIVER A PROGRAM OF THIS SCOPE AND
COMPLEXITY. THEY HAVE INTERVENED ON MANY FRONTS DURING THE ENGAGEMENT
AND ENSURED BUSINESS OUTCOME WAS TOP OF MIND. AS A RESULT, THE SOLUTION IS
WELL ALIGNED WITH OUR BUSINESS REQUIREMENTS AND WE ARE CON IDENT THE
DELIVERED DATA PLATFORM WILL BE ABLE TO EVOLVE TO ADDRESS FUTURE NEEDS.”
WHAT OUR CLIENTS SAY
-Charl Smit – Business Technology Director ANZ – Pfizer Australia
36Commercial-in-Confidence
OUR PARTNERS
Provide independent consulting services with partnerships & expertise across key vendors including:
37Commercial-in-Confidence
OUR CONSULTANTS
Data Engineer / Developer
Senior BI / ETL Developer / Engineer
Senior Tech Lead
Senior Project Manager
BI / ETL Developer / Engineer
Business Analyst
Technical Business Analyst
Change Manager, Trainer
Data Scientist
Lead Data Scientist
Lead ETL Architect / Developer / Engineer
Lead BI Architect / Developer / Engineer
Senior Data Engineer/Data Visualisation
Data Migration Architect / Engineer
Principal Consultant/Delivery Lead
Program Manager
Cloud Practice Lead - Azure / AWS
38Commercial-in-Confidence
39
ALTIS SERVICES
Commercial-in-Confidence
ALTIS SERVICES
ADVISORY
STRATEGY AND ROADMAP
“A roadmap for transforming data into outcomes”
CURRENT STATE ASSESSMENT/HEALTH CHECK
• Business Intelligence • Data Quality• User Experience
ARCHITECTURE DESIGN
• Business Case development
• Data Warehouse architecture
• Business Intelligence architecture
• Integration of DW/BI methodology into client’s
existing framework
• Design and architecture for offshore
development
• Business Intelligence Competency Centre (BICC)
planning
• BI, ETL and Data Modelling standards
• Master Data Management architecture
TOOLSET SELECTION
DATA GOVERNANCE
MASTER DATA MANAGEMENT
DATA QUALITY
DATA VISULISATION AND STORYTELLING
ALTIS SERVICES
DELIVERY
AGILE PROJECT DELIVERY
CLOUD SERVICES
Our team can help you realise the key benefits of using cloud
services for your IM needs.
•Certified AWS Solution Architects
•Certified Microsoft Azure professionals
Microsoft
Azure
DATA MIGRATION
ALTIS SERVICES
ANALYTICS
ANALYTICS
• Analytics Consulting Services – from advanced analytics to machine
learning and AI, our highly qualified consultants can help.
• Training - Intensive courses, bootcamps, and custom training
solutions.
• Outsourcing - Outsourced Analytics Team to support your analytics
efforts.
ALTIS SERVICES
MANAGED SERVICES
MANAGED SERVICES
By utilising our Managed Services, you can take advantage
of distinct, tangible benefits, including:
• Cost reduction
• Risk mitigation
• Greater technical expertise
• Data availability
• Stability and safety
• Innovation opportunities
ALTIS SERVICES
TRAINING
TRAINING SERVICES
We provide training on all aspects of Information
Management, delivered by industry leaders from
around the world.
• The Kimball Group – Data warehousing concepts
• William McKnight - Master Data Management, Data
Quality and Data Governance
• Stephen Few – Data visualisation techniques
• Genesee Academy – Data Vault
• DataSeer – Analytics and Data Science
ALTIS SERVICES
INNOVATION
INNOVATION Fundraising Analytics
ALTIS CONSULTING
SERVICES SUMMARY
WHY ALTIS CONSULTING?
63Commercial-in-Confidence
CONNECT WITH US
www.altis.com.au
connect@altis.com.au
+61 9211 1522
twitter.com/altis_DWBI
facebook.com/altisconsulting/
linkedin.com/company/altis-consulting/
youtube.com/AltisConsulting

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Data Literacy - Where to Start?

  • 1. DATA LITERACY WHERE TO START? Andy Painter (Regional Manager) May 2020 andrewp@altis.com.au 1Commercial-in-Confidence
  • 2. 2Commercial-in-Confidence By 2025, it’s estimated that 463 exabytes of data will be created each day globally – that’s the equivalent of 212,765,957 DVDs per day!
  • 3. AGENDA 3 • Welcome • WHY: Benefits of Data Literacy • WHAT: is Data Literacy • HOW: Where to Start • Summary • Q & A Commercial-in-Confidence
  • 4. Australia and New Zealand’s largest privately owned Data & Analytics consultancy For 22 years, we have been combining industry expertise with technical capability to deliver tangible business outcomes while maintaining the Altis ethos of Connecting with Courage, Heart and Insight. Established in 1998 Offices in Sydney, Brisbane, Melbourne, Canberra, Auckland and London Vendor independent ABOUT ALTIS 115+ 4Commercial-in-Confidence
  • 5. ALTIS NAMED IN GARTNER’S MARKET GUIDE 5Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 6. 6 WHY: Benefits of Data Literacy Commercial-in-Confidence
  • 8. 8 Challenge 1 : Employees are overwhelmed with data 74% of employees reported feeling overwhelmed or unhappy when working with data. Commercial-in-Confidence
  • 9. 9 Challenge 2 : they experience decreased productivity 36% reported spending at least one hour per week procrastinating over data-related tasks. Commercial-in-Confidence
  • 10. 10 Challenge 3 : and it’s a daily struggle to use data 14% of employees reported feeling overwhelmed at least once each day when working with data, a percentage that rose to nearly half of employees on a weekly basis. Commercial-in-Confidence
  • 11. 11 Outcome : Productivity losses of over $100 bln annually! The global study calculated that data- induced procrastination and stress-related sick- leave cause companies to lose, on average, more than five working days per employee per year. Commercial-in-Confidence
  • 12. 12 Benefits : Uplift in Data Literacy = uplift in Enterprise Value Large enterprises that have higher corporate data literacy experience $320-$534 million in higher enterprise value (the total market value of the business). Commercial-in-Confidence
  • 13. 13 WHAT: is Data Literacy Commercial-in-Confidence
  • 14. 14 Do you speak data? Gartner defines data literacy as the ability to read, write and communicate data in context, including an understanding of data sources and constructs, analytical methods and techniques applied — and the ability to describe the use case, application and resulting value. Commercial-in-Confidence
  • 15. 15 Data Literacy is critical for Industry 4.0 To succeed in Industry 4.0 organisations must focus on building a culture of data literacy within their company. Commercial-in-Confidence Empowering data workers at all levels of the organization, regardless of technical acumen to become data literate will ensure success.
  • 16. 16 Data Literacy as a common language of business Commercial-in-Confidence
  • 17. 17 What does Data Literacy mean to Altis Commercial-in-Confidence Base level training - our Data Literacy 101 course outline below as an example Why Data Literacy? Summarising Data Traps: When summary stats mislead! Relationship between two variables Seasonality • Visualising distributions - Histograms • Measures of centre - Mean, mode, median • Measures of spread - variance, standard deviation, interquartile range • Other ways to describe distributions - Percentiles, skewness • Treating highly-skewed data • Detecting and treating outliers • Treating missing values • De-averaging and disaggregating • Visualising relationships with scatter plots • Measures of correlation • Correlation vs causation • Common seasonal patterns • Adjusting for seasonal effects
  • 18. 18 HOW: Where to Start Commercial-in-Confidence
  • 19. 19 Data Literacy Strategy & Roadmap Commercial-in-Confidence Execute StrategyDevelop Strategy Knowledge Transfer and Training Altis Project Delivery Framework Define Data Personas & Requirem ents Identify Data Literacy Gaps Document and Deliver Roadmap Design initiatives to improve Data Literacy Project Kick-off Educate on Principles Assess Data Literacy Maturity Data Literacy Steering Group StrategyEndorsement ALTIS DATA LITERACY STRATEGY FRAMEWORK Phase 2Phase 1 Phase 3 Phase..n
  • 20. 20 Assess Data Literacy Maturity 20 Questions over 4 topics • Reading • Working With • Analysing • Data Storytelling https://survey.altis.com.au/sur vey/start Commercial-in-Confidence
  • 21. 21 Build Data Persona’s Examples • Data Champion • Data Adept • Data Learner • Data Sceptic https://bit.ly/2WHsSk8 https://bit.ly/35NmNXr Commercial-in-Confidence
  • 22. 22 Plan initiatives to address gaps • Identify Data Literacy gaps • Design initiatives to address gaps • Roadmap and Plan Commercial-in-Confidence
  • 24. 24 SUMMARY • Data Literacy is: ability to read, write and communicate data in context • Successful in next industry revolution: Industry 4.0 - requires Data Literacy • Significant wins for employee and organisation in improving data literacy • Altis can help • Data Literacy Training • Data Literacy Strategy & Roadmap Commercial-in-Confidence
  • 26. 26Commercial-in-Confidence CONNECT WITH US www.altis.com.au connect@altis.com.au +61 9211 1522 twitter.com/altis_DWBI facebook.com/altisconsulting/ linkedin.com/company/altis-consulting/ youtube.com/AltisConsulting
  • 28. Australia and New Zealand’s largest privately owned Data & Analytics consultancy For 22 years, we have been combining industry expertise with technical capability to deliver tangible business outcomes while maintaining the Altis ethos of Connecting with Courage, Heart and Insight. Established in 1998 Offices in Sydney, Brisbane, Melbourne, Canberra, Auckland and London Vendor independent ABOUT ALTIS 115+ 28Commercial-in-Confidence
  • 29. ALTIS NAMED IN GARTNER’S MARKET GUIDE 29Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 30. OUR ETHOS We build and maintain trusted relationships, connecting with our clients through our:  courage to tell it like it is and step up to every challenge  heart to care passionately about your business  unique insight derived from our 115+ permanent staff 30Commercial-in-Confidence
  • 31. Great Place To Work 10 years in a row Our efforts have seen us recognised in BRW’s Annual Best Places to Work 10 years in a row since 2010. Work180 Endorsed employer for women We have also been endorsed as a Work180 Employer for Women. Empowering every woman to choose a workplace where they can thrive. OUR ACCOMPLISHMENTS 31Commercial-in-Confidence
  • 33. ALTIS NAMED IN GARTNER’S MARKET GUIDE 33Commercial-in-Confidence For the second year in a row, Altis Consulting has been recognised in Gartner Inc.’s “Market Guide for Data and Analytics Service Providers”. The report identifies service providers with a proven track record of delivering successful analytics programs. Altis’ CEO, John Hoffman said, “Our inclusion in the Gartner report reaffirms our position as the leading data and analytics service provider in Australia and New Zealand. Our focus on utilising industry expertise, modern technologies, and repeatable patterns to accelerate the delivery of tangible business outcomes for our clients continues to shine through. We are delighted to be acknowledged again.”
  • 35. MANAGED SERVICE CLIENTS We manage your data for you, safely and securely, with tangible benefits. 35Commercial-in-Confidence
  • 36. ALTIS CONSULTING HAVE THE EXPERTISE TO DELIVER A PROGRAM OF THIS SCOPE AND COMPLEXITY. THEY HAVE INTERVENED ON MANY FRONTS DURING THE ENGAGEMENT AND ENSURED BUSINESS OUTCOME WAS TOP OF MIND. AS A RESULT, THE SOLUTION IS WELL ALIGNED WITH OUR BUSINESS REQUIREMENTS AND WE ARE CON IDENT THE DELIVERED DATA PLATFORM WILL BE ABLE TO EVOLVE TO ADDRESS FUTURE NEEDS.” WHAT OUR CLIENTS SAY -Charl Smit – Business Technology Director ANZ – Pfizer Australia 36Commercial-in-Confidence
  • 37. OUR PARTNERS Provide independent consulting services with partnerships & expertise across key vendors including: 37Commercial-in-Confidence
  • 38. OUR CONSULTANTS Data Engineer / Developer Senior BI / ETL Developer / Engineer Senior Tech Lead Senior Project Manager BI / ETL Developer / Engineer Business Analyst Technical Business Analyst Change Manager, Trainer Data Scientist Lead Data Scientist Lead ETL Architect / Developer / Engineer Lead BI Architect / Developer / Engineer Senior Data Engineer/Data Visualisation Data Migration Architect / Engineer Principal Consultant/Delivery Lead Program Manager Cloud Practice Lead - Azure / AWS 38Commercial-in-Confidence
  • 41. STRATEGY AND ROADMAP “A roadmap for transforming data into outcomes”
  • 42. CURRENT STATE ASSESSMENT/HEALTH CHECK • Business Intelligence • Data Quality• User Experience
  • 43. ARCHITECTURE DESIGN • Business Case development • Data Warehouse architecture • Business Intelligence architecture • Integration of DW/BI methodology into client’s existing framework • Design and architecture for offshore development • Business Intelligence Competency Centre (BICC) planning • BI, ETL and Data Modelling standards • Master Data Management architecture
  • 48. DATA VISULISATION AND STORYTELLING
  • 51. CLOUD SERVICES Our team can help you realise the key benefits of using cloud services for your IM needs. •Certified AWS Solution Architects •Certified Microsoft Azure professionals Microsoft Azure
  • 54. ANALYTICS • Analytics Consulting Services – from advanced analytics to machine learning and AI, our highly qualified consultants can help. • Training - Intensive courses, bootcamps, and custom training solutions. • Outsourcing - Outsourced Analytics Team to support your analytics efforts.
  • 56. MANAGED SERVICES By utilising our Managed Services, you can take advantage of distinct, tangible benefits, including: • Cost reduction • Risk mitigation • Greater technical expertise • Data availability • Stability and safety • Innovation opportunities
  • 58. TRAINING SERVICES We provide training on all aspects of Information Management, delivered by industry leaders from around the world. • The Kimball Group – Data warehousing concepts • William McKnight - Master Data Management, Data Quality and Data Governance • Stephen Few – Data visualisation techniques • Genesee Academy – Data Vault • DataSeer – Analytics and Data Science
  • 63. 63Commercial-in-Confidence CONNECT WITH US www.altis.com.au connect@altis.com.au +61 9211 1522 twitter.com/altis_DWBI facebook.com/altisconsulting/ linkedin.com/company/altis-consulting/ youtube.com/AltisConsulting