Gybernaty Academy: free programmes in R&D, AI and data analytics, with credentials anyone can verify — a Foundation exam and a Practitioner capstone reviewed by a named reviewer. On Abunda Learn.
AI Engineering Foundations — Learn how modern AI works and how to build assistants that are measured, secure and affordable, from first principles to an evaluated project.
AI Foundations — Understand AI properly — then get a real certificate from Anthropic, free
AI Engineering Practitioner — Build a narrow AI assistant for a real setting and measure it on at least 20 cases. Report its results, failures, safety, privacy handling and cost so that a r…
AI for Your Hustle — Turn Abunda AI into an unpaid staff member for your business
Data Analytics Foundations — Turn vague questions into numbers you can defend and decisions people act on, using SQL, statistics and honest charts with free tools.
Data Analytics Practitioner — Answer one decision-relevant question with a licensed public dataset, and publish the data trail, code, honest charts and a one-page memo that a reviewer can r…
Research & Development Methods — Turn an uncertain idea into evidence other people can check: questions, experiments, measurement and honest reports.
Research & Development Practitioner — Pre-register a small experiment, run it, and report what happened — including what did not go to plan — so a stranger can repeat it.