Eric Just

25+ Data Practitioner: Developer, Architect, Executive, Founder.

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AI for Data Teams: Healthcare Edition — July 2026

Move Beyond Prompting and Learn How Modern AI Systems Are Built

25+ Years Data, Analytics & AI

25+ Data Practitioner: Developer, Architect, Executive, Founder. AI Builder.

This course explores a privacy-first AI ecosystem built around local AI models, information extraction, document understanding, semantic search, retrieval, classification, and multimodal data processing.In this hands-on course, you'll learn how these technologies work and combine them into practical data pipelines. Within the first 30 minutes, you'll run AI models locally. By the end of the course, you'll have built AI workflows that process documents, extract structured information, benchmark model performance, and power a working RAG system.A core theme of the course is AI sovereignty. By learning to run models locally, you'll gain the freedom to choose a privacy-first path to AI, maintain control of sensitive data, and make informed decisions about when cloud-based services add value.These same capabilities form the foundation of modern agentic AI. Before agents can act, they need reliable access to information. This course teaches the building blocks behind those systems.While examples are drawn from healthcare, the techniques apply broadly to any team working with documents, text, and unstructured data. No healthcare background is required.

Data Teams + AI: Building the Next Generation of Data Pipelines

Build Privacy-First AI Systems

Choose the Right AI Model for the Job

Build AI-Powered Data Pipelines

Build and Evaluate RAG Systems

Applied AI with Healthcare Examples

Data Engineers, Analysts, and Architects: You build data pipelines or analyze data and want to understand how AI can enhance data workflows.

Managers, Directors, and Data Leaders: You want to understand how AI is changing the capabilities, tools, and skills of modern data teams.

Product Managers: You manage and make decisions about data-focused products or applications.

Eric Just Real AI skills for working data teams

Eric Just

Courses

AI for Data Teams, Healthcare Edition: 2 Day Hands-On Workshop