How to start learning AI without drowning in tools
2026-11-13 · Oystein Jacobsen
AI won’t do everything for you. But it’s worth learning what it can do—and where it falls short. That’s why I keep exploring AI tools: less hype, more practical use.
Four practical steps
1. Save time on everyday work. A first draft, some research or a spreadsheet can be a good place to start. AI can help you get moving, but you still need to check the result.
2. Turn an idea into something useful. You don’t need to become a designer or developer overnight. Use AI to make a starting point, then bring your own knowledge and judgement.
3. Start with one real problem. Don’t try to learn every new tool. Pick something you do regularly and see whether AI makes it easier. If it doesn’t, move on.
4. Keep learning. You don’t have to keep up with every launch. Try things, ask questions and build your knowledge a little at a time.
Free beginner courses
Free to start; account rules and certificates differ. Full list: https://aiagentideas.ai/learn/.
- Introduction to Generative AI — Google Skills. About 45 minutes. Beginner. Generative AI vs traditional machine learning. Free badge.
- Career Essentials in Generative AI by Microsoft and LinkedIn — About 4 hours. LinkedIn account needed. Free certificate. Official page notes a path update on 16 Nov 2026.
- OpenAI Academy — Free, self-paced practical ChatGPT / work skills. ChatGPT account to enrol and save progress. Not a traditional machine-learning course.
- Claude 101 — Anthropic Academy. Free with a Claude account for progress and a completion badge. Some features need a paid Claude plan to try hands-on.
Course access and certificate terms can change. Check the official page before enrolling.
One question
Which AI tool has actually made a difference in your daily life? I’d like to hear what you use it for.