Healthcare
EHR Vendor Models vs Third-Party AI: What Web Developers and Educators Need to Know
Marcus Ellison • 18 min read
Dev Toolbelt
Wednesday, May 20, 2026
Hands-on
Building a Mini EHR Lab: Teaching Students to Evaluate Vendor vs Third-Party AI
Teach students to compare vendor and third-party EHR AI with a safe sandbox, real benchmarks, and hands-on experiments.
By Maya Thompson • 2026-05-20
Teaching
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Marcus Ellison • 21 min read
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Build a Student-Facing Portfolio Platform that Mirrors Real Analytics Hiring Workflows
Build a portfolio platform that automates reviews, simulates clients, and teaches analytics hiring workflows through real project evidence.
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A practical toolkit for schools to compare data analytics vendors with a reusable checklist, scoring model, and privacy-first rubric.
Mapping Skills to Employers: How Universities Can Use the 'Top 99 UK Data Firms' List to Build Capstone Partnerships
A practical playbook for universities to convert UK data-firm rankings into capstones, internships, and employer-aligned skills maps.
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