LEO DOES IT / AI TRAINING
A little curiosity.A new capability. Learn to put AI to work. Explore practical courses for people, teams and specialist fields.
In preparation. All ten course outlines are available to explore. Dates, pricing and enrolment will be shared when confirmed.
01 Foundations & everyday practice 3 course outlines ↓ 02 Industry workshops 3 course outlines ↓ 03 Data & technical practice 4 course outlines ↓ 01 / Foundations & everyday practice
Start with curiosity. 01 AI Foundations I Everyday AI — Studio & Roundtable +
What we cover Intro to AI, where it’s used, time/accuracy wins, safe data use, prompt basics.
Discussion angle “Where AI already shows up in our day” + use case critique.
Great for All roles, first exposure.
Planned practice Build a personal AI workflow and a checklist for safe use. 02 AI Foundations II GenAI Build Lab — From Prompts to Workflows +
What we cover Better prompting (roles, examples, constraints), structured outputs (tables/JSON), PDFs/images/video tools, ROI basics.
Discussion angle Failure cases, bias, privacy, and how to verify results.
Planned practice A small, working AI assisted process (e.g., “PDF → summary → action email”). 03 Promptcraft Clinic Practical Prompt Engineering +
What we cover Prompt patterns, rubric driven outputs, reduction of hallucinations, “critic pass.”
Discussion angle Peer review of prompts and outputs against a shared rubric.
Planned practice A reusable “prompt pack” for daily tasks. 02 / Industry workshops
Bring it into your field. 04 Pharma & Life Sciences AI Practicum Documents, Safety & PV Triage +
What we cover Protocol and label summarization, literature triage, pharmacovigilance intake classification, regulatory change tracking; risk and audit trails.
Planned practice “Reg change radar” summarizer; PV intake classifier with human‑in‑the‑loop. 05 Clinical & Medical Ops AI Studio Notes, Worklists & Patient Communication +
What we cover Clinical admin workflows (non‑diagnostic), encounter note recap, intake FAQs, discharge instruction clarity; privacy and bias guardrails.
Planned practice “Clinic inbox co‑pilot” that drafts safe replies and flags escalation. 06 Civil & AEC AI Field Lab RFIs, Plans & Site Imagery +
What we cover RFI answer assist (code refs), plan/spec Q&A, submittal/CO review support, photo captioning and change detection; risk/claims documentation.
Planned practice “RFI assist” that links contract clauses; photo‑to‑punchlist prototype. 03 / Data & technical practice
Go deeper. Build further. 07 Data Engineering with AI RAG, Pipelines & Orchestration Practicum +
What we cover Retrieval‑augmented generation (RAG) patterns, embeddings, vector stores, chunking, evaluation, and pipeline orchestration.
Planned practice “Docs → Q&A” service with evaluation set and latency budget. 08 BI + AI Storytelling Dashboards, Narratives & QA +
What we cover Turning dashboards into decision memos, automated insights text, anomaly explanations, data QA with LLMs.
Planned practice Dashboard that generates a weekly brief with cited facts. 09 Business Analytics with GenAI Experimentation & Decision Support +
What we cover Prompted analysis plans, A/B test summaries, sensitivity analysis, limits of LLM reasoning and how to validate numerics.
Planned practice “Experiment explainer” that turns raw results into stakeholder‑ready takeaways. 10 SQL & Python Co‑Pilot Clinic for Analysts +
What we cover Generating/verifying SQL, doc‑stringing Python notebooks. START A CONVERSATION
Learning that meets your work. Tell us about your team, your experience with AI and what you want to learn.
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01AI Foundations IEveryday AI — Studio & Roundtable
02AI Foundations IIGenAI Build Lab — From Prompts to Workflows
03Promptcraft ClinicPractical Prompt Engineering
04Pharma & Life Sciences AI PracticumDocuments, Safety & PV Triage
05Clinical & Medical Ops AI StudioNotes, Worklists & Patient Communication
06Civil & AEC AI Field LabRFIs, Plans & Site Imagery
07Data Engineering with AIRAG, Pipelines & Orchestration Practicum
08BI + AI StorytellingDashboards, Narratives & QA
09Business Analytics with GenAIExperimentation & Decision Support
10SQL & Python Co‑Pilot Clinicfor Analysts