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iaplc_ — ai for data analysts & engineers

You already speak data. Time to speak AI.

IAPLC generates 30 levels for your work as a data analyst / engineer: reliable pipelines, data quality, AI-powered analysis. From prompt to RAG, on your real cases.

Generate my path →Read the blog
free · ±90 min total · 8–12 min micro-levels · certificate of completion
preview — a level generated for a data analyst / engineer
scene · concept · question · exercise · tier — in 8–12 min
what you work on

A path grounded
in your work as a Data Analyst / Data Engineer.

01

Exploit & prepare data

Clean, enrich and document your datasets with AI assistance.

02

Build reliable pipelines

Harden your data flows all the way to AI in production.

03

Tool up analysis with AI

Go from prompt to RAG to query your data at scale.

04

Ensure data quality

Catch anomalies and drift before they pollute your models.

the program

30 levels. 3 tiers.
Every notion that matters.

I

Foundations lv. 1-10

LLMs, prompting, generative AI, hallucinations, ethics, security. Understand the material before you decide.

II

Practitioner lv. 11-20

RAG, fine-tuning, agents, MCP, vibe coding. Put AI to work on concrete cases within your scope.

III

Strategist lv. 21-30

ROI, change management, governance, the EU AI Act, roadmap, executive pitch. Lead with AI.

LLMpromptinggenerative AIRAGagentsMCPfine-tuningvibe codingethicssecurityEU AI ActROI
how it works

From your story to your certificate.

step_01

Tell us about you

5 questions: your role, your industry, your level, and the project on your plate. Two minutes, tops.

step_02

The AI generates your constellation

30 levels organized in 3 clusters, with a narrative thread where you play your own role.

step_03

Learn by playing

Scrollytelling lessons, varied exercises, points, tier seals. Each level ends with a real mission graded by the AI coach.

step_04

Add the line to your résumé

Certificate of completion, vocabulary mastered, scoping reflexes. You can take on AI missions — and prove it.

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