Top Tweets for #dataingovernment
🖌️ Illustrations aren't just for art! In #GovernmentAnalysis, they transform raw data into clear, actionable insights: https://t.co/WmZmOH3tnI 📊Happy National Illustration Day! #NationalIllustrationDay
#DataScience #GovAnalysis #DataInGovernment #DataViz
So excited to be part of the GovEx team making a difference in cities. Check out this State of the City Address in Montgomery that includes their progress on their citywide data strategy and data sharing policy.
#datagovernance #datasharing #dataingovernment #localgovernment
“Better information means better policies impacting the citizens of our city.” Proud to work w/ @CityofMGM as part of the @Bloombergdotorg City Data Alliance. Last week @MayorofMgm announced the city would soon complete its citywide data strategy and data sharing policy.
RT @SnorkelAI If you missed the exciting #DatainGovernment panel discussion with #MachineLearningEngineer, @aarti_bagul, discussing the challenges of #AI adoption in the public sector. Check it out ↓ https://t.co/jAINEAOVV0 #mw #EnterpriseAI
If you missed the exciting #DatainGovernment panel discussion with #MachineLearningEngineer, @aarti_bagul, discussing the challenges of #AI adoption in the public sector. Check it out ↓ https://t.co/s2QtEsSNiY
Check out https://t.co/v78pakAd4n - huge thanks to them and @marskar , @Nicole_Janeway and Neha Tiwari for organizing today #DataInGovernment
Embrace the fact that you might start learning one aspect of #DataScience, not love it, and then pivot to a different aspect - many ways to be successful in a role in #DataInGovernment
If you're going to outsource your machine learning team - make sure you have people within the organization who will jump in and ask questions and have at least a basic understanding of #MachineLearning - require good docs. - @selina_carter_ #DataInGovernment
Bringing a user-centered design approach to your data collection, quality process, and the end user interaction is important for #DataInGovernment - Nadia Smith
Do you have a data-related technique you think is under leveraged? #DataInGovernment
Data Labeling and cleaning is the hardest and more labor intensive part of the #DataScience modeling process - @SnorkelAI can help you quickly write rules to label, integrate and manage rules like you would manage code - @aarti_bagul #DataInGovernment
Really enjoying a presentation from @aarti_bagul on weak supervision for creating labeled training data. Having enough training data is the biggest bottleneck hindering broader adoption of machine learning.
https://t.co/hbYQi4K48Z
#dataingovernment
@aarti_bagul Especially in the public sector - the data can be highly sensitive, you can't rely on public data sets, the large volume of data needs to be continuously labeled, and it is difficult to incorporate SME's into the AI development process. - @aarti_bagul #DataInGovernment
Federal efforts to improve CX includes program maturity (OMBA-11, Section 280), tools for measuring experience (legislation S1275 & HR 2586), and the @POTUS Mgmt Agenda - Executive Order to improve digital services, modernizing CX. - Nadia Smith #DataInGovernment
The definition of Customer Experience means more than that - to the government, it can be US Citizens, Soldiers, Healthcare workers, Federal Employees, Small Businesses. The OMB defines it as "touchpoints" and it can mean multiple interactions - Nadia Smith #DataInGovernment
Working in #DataInGovernment - because large datasets and reports require so many different collaborators, version control is a must - @KimberlyKreiss
Users of all ages and even users who do not have a background or understanding of #MachineLearning found the tool useful. You don't need to be an expert to benefit from data science - @selina_carter_ #DataInGovernment
Over time, the accuracy of the prediction model increases as we know more info about the project. You can see which variables contribute the most to project delays. 73% of managers found the tool useful, easy to understand, and innovative - @selina_carter_ #DataInGovernment
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