Baltimores Digital Transformation Tracy McKee Chief Data Officer - - PowerPoint PPT Presentation
Baltimores Digital Transformation Tracy McKee Chief Data Officer 1 Baltimores Tech Landscape #3 #10 Opportunity for Women in Tech Fastest Growing Tech Markets (Smart Asset 2017 & 2018) (ZipRecruiter 2017) #12 Top 10 Americas
Tracy McKee Chief Data Officer
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Baltimore’s Tech Landscape
Opportunity for Women in Tech
(Smart Asset 2017 & 2018)
Fastest Growing Tech Markets
(ZipRecruiter 2017)
America’s Leading High-Tech Metro Areas
(Cushman & Wakefield 2016)
Top 10 Coolest US Cities to Visit
(Forbes Magazine 2018)
Baltimore Challenges
70% 30%
DIGITAL EQUITY
With Internet Without Internet
$65 $112 $142 $0 $20 $40 $60 $80 $100 $120 $140 $160
SLG Spending on IT
FINANCIAL IMPACT
Baltimore City Industry Standard Proposed Future State
2013 American Community Survey
An IT Plan with the Community
Data Inventory
33% 33% 25% 9%
Open Baltimore
Data Practices & Resources
Why, when, how, & what data is collected, generated, & shared
Standardized Data
Progression of Data Analytics
What should I do about it? (prescriptive analytics) What will happen? (predictive analytics) Why did it happen? (statistical inference) What happened? (descriptive statistics) ETL / data pipelines administrative data databases sensors surveys APIs metrics KPIs data viz Parametric / non-parametric testing regression analysis forecasting ML AI
deep learning