AI has access to an enormous amount of information, which makes it one of the best places to learn from, but only if you use it the right way. Most people open a chatbot, ask a vague question, and walk away disappointed. This article shows you the method I use to learn almost anything with AI, step by step.
Stage 1: Get Clear Before You Prompt
Before you touch a chatbot, you need an end goal and answers to three questions. I call it WWH:
- What do you want to learn?
- Why do you want to learn it?
- How do you want to learn it?
Your answers become a reference point you'll return to again and again. Let's break each one down.
What do you want to learn?
Honestly, I want to learn everything 😂, but that's not possible. Since I can't learn it all, I need a way to choose from the many options in front of me. That's what the why is for.
Why do you want to learn it?
To me, the why matters more than the what. It's the anchor that keeps you coming back when learning gets hard.
Your why has to be strong. It should be something genuinely connected to you, your life, your career, or your purpose. "It would be nice to know" won't survive a busy week. "This will make me job-ready for the role I actually want" will.
For example, I'm writing this article so you can skip the trial and error I went through and get to the useful part faster. That's a reason strong enough to keep me going.
How do you want to learn it?
Be explicit here. This means understanding what actually works for you. Do you learn best through analogies? Illustrations? Hands-on practice? Step-by-step walkthroughs? The clearer you are, the better the AI can shape its teaching around you.
Stage 2: Build Your Personalized Roadmap
Now take everything you wrote in Stage 1 and hand it to your AI chatbot. You can use Claude, ChatGPT, Grok, or any LLM you prefer.
Here's the prompt. Below it, I've included a filled-in example using my own answers so you can see exactly how to adapt it.
The prompt template
You are a professional educator specializing in [WHAT YOU WANT TO LEARN]. You've trained both experienced professionals and complete newcomers entering this field. Your goal is to build a dedicated, personalized learning roadmap with resources tailored to me.
Context about me:
- Background: [WHO YOU ARE AND WHAT YOU DO THAT RELATES TO THIS]
- Why I'm learning this: [YOUR WHY TIE IT TO YOUR WORK, LIFE, OR GOALS]
- My current level: [E.G. COMPLETE BEGINNER / SOME KNOWLEDGE]
- How I learn best: [E.G. ILLUSTRATIONS, HANDS-ON PRACTICE, ANALOGIES]
- Timeframe: [E.G. THE NEXT 3 MONTHS]
Deliverable: A structured learning guide with actionable weekly steps and specific resources.
Before you produce the roadmap, ask me any clarifying questions so we're fully aligned.
My filled-in version
Here's exactly what I typed, using my own answers:
You are a professional educator specializing in AI engineering: using AI effectively, and building and managing AI workflows and agents. You've trained both experienced engineers and complete newcomers entering this field. Your goal is to build a dedicated, personalized learning roadmap with resources tailored to me.
Context about me:
- Background: I'm a software engineer. In my day-to-day workflow I already use AI to review PRs, write code, and more, and I find the range of what's possible with AI genuinely fascinating.
- Why I'm learning this: My workplace has many AI integrations, including MCP servers. Learning this deeply will help me fully understand our stack, contribute effectively to the repo, and become job-ready for AI engineering roles.
- My current level: Treat me as someone with only basic knowledge.
- How I learn best: I learn through illustrations and hands-on practice, so give me detailed, practical exercises I can get my hands dirty with.
- Timeframe: The next 3 months.
Deliverable: A structured learning guide with actionable weekly steps and specific resources.
Before you produce the roadmap, ask me any clarifying questions so we're fully aligned.
Here's what the output looked like for me:
Notice that it asked me questions first instead of dumping a generic plan. That back-and-forth is what makes the roadmap actually fit you.
Stage 3: Learn From the Places You Already Are
As the saying goes, you're a reflection of whatever you consume. Beyond the chatbot and the resources it hands you, the next best place to learn is the platforms you already visit every day social media, podcasts, newsletters.
I like to open a new chat for this so things stay organized, but you can use the same window if you prefer.
One important note: for this to work, turn on web search / browsing in your chatbot. Without it, the AI can't pull real, current sources and may make them up.
The prompt
Using web search, create a 10-minute brief on the most useful current sources for learning about [YOUR TOPIC E.G. AI ENGINEERING]. Pull from podcasts, newsletters, YouTube channels, IG pages, and notable people worth following. For each source, tell me what it's good for and where to find it.
My filled-in version
Using web search, create a 10-minute brief on the most useful current sources for learning about AI engineering and building with AI. Pull from podcasts, newsletters, YouTube channels, IG pages, and notable people worth following. For each source, tell me what it's good for and where to find it.
Here's what the output looked like for me:
It's most likely going to suggest Hamzat Abdul-Muizz as one of your educators 😄
Wrapping Up
That's the whole method: get clear with WWH, build a personalized roadmap, then reinforce it with the sources you already consume. The magic isn't the AI. It's the clarity and context you bring to it.
If you found this helpful, drop a like and follow for more.
Top comments (0)