How2AI
AI fundamentals, explained clearly
Short, interactive modules on AI fundamentals and terminology – so you can weigh vendor claims and hold your own in AI decisions. No prior knowledge, no hype, with a quiz to check yourself.
How2AI is a free, interactive knowledge base from Beyond Prompt that explains AI fundamentals, business evaluation, practical application, the technology behind it, and responsible use in clear modules - no prior knowledge required.
Certificate includedEvery course ends with a final exam – pass it and you get a free certificate with your name on it.
What you'll learn with How2AI
- What AI actually is – and where marketing language promises more than the technology delivers.
- How to realistically assess AI initiatives, costs, and vendor pitches for your own business.
- How to spot your own use cases and roll out AI safely within your team.
- The technology behind the buzzwords – RAG, fine-tuning, agents, reasoning – explained clearly.
- What the EU AI Act and other legal guardrails actually require of you.
- Where today's AI landscape came from – and where it's headed next.
AI fundamentals
Certificate includedThe terms and concepts worth understanding once, properly.
Making sense of AI in your business
Certificate includedHow to evaluate AI initiatives and vendor pitches for your own company.
Applying AI in practice
Certificate includedFrom understanding and evaluating to acting: spot your own use cases and roll out AI safely.
AI under the hood
Certificate includedThe approaches and building blocks behind the buzzwords – RAG, fine-tuning, multiple agents, and more, explained for decision-makers.
Using AI responsibly
Certificate includedLaw, liability, and oversight without panic: what the EU AI Act actually requires, who's liable, and how to keep AI fair and controlled.
Deepening your AI knowledge
Certificate includedFurther topics for anyone who wants to go deeper – from open-source models to strategic technical decisions.
Where AI comes from
Certificate includedFrom the first ideas to today's language models - how the AI research field emerged and who shaped today's landscape.
The future of AI
Certificate includedWhat's being researched right now, what's realistically achievable when, and what that means for your business - no hype, honest assessment.
Understanding AGI
Certificate includedWhat AGI actually means and how far research really is - with the state of research and the state of practice, not just theory.
Measuring and evolving AI projects
Certificate includedWhat matters after launch - metrics, spotting quality drift, when to retire a tool, and how to systematically evolve AI solutions in ongoing operation.
Comparing AI models properly
Certificate includedHow to seriously measure model performance, why benchmark numbers often say less than they claim, and how to make sense of vendor comparisons yourself.
The EU AI Act in Practice
Certificate includedRisk classes, roles, deadlines and a concrete roadmap in depth – for employees and business owners who want to not just know the EU AI Act, but implement it properly.
AI Security for Businesses
Certificate includedShadow AI, prompt injection, agent risks, and the architectural defense – a practical course for anyone who wants to deploy AI at work securely, not naively.
Change Management for AI Adoption
Certificate includedWhy AI projects mostly fail on people rather than technology – and how to specifically win over middle management, the workforce, and communication for a successful rollout.
AI-Assisted Software Development for Businesses
Certificate includedWhat AI coding tools actually deliver, where they create new security risks, and how to roll them out responsibly at your company.
AI Skills for IT Project Leads
Certificate includedThe personal AI skills IT project leads need in the coming years – from critical judgment to prompting to honestly communicating AI limits.