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Curiosity over credentials

New here? Start with the basics.

This is a beginner AI series written for people who are curious but have zero background. Read it in order, or jump to whatever you need. No degree, no teacher, no permission required.

A simple path

Follow these three steps

Step 1

Build the mental model

Get the lay of the land first. Understand what AI, ML, and LLMs actually are before touching any tools.

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Step 2

Set up your playground

Spin up a free, no-credit-card AI playground so you have somewhere to experiment as you read.

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Step 3

Learn to prompt, then build

Pick up the prompting habits that matter, then follow along with a real beginner project end to end.

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The whole thing

The full beginner AI series

AI & ML

A practical beginner project: I used Claude to plan a week of weight-loss-friendly meals, suggest the food, build a shopping list, add it to an online grocery pickup cart, and generate every recipe for the week. Here's exactly how I did it — and how you can too.

Jun 9, 202614 min read
AI & ML

AI, ML, LLMs — the words get thrown around like they mean the same thing. Here's a simple mental model that finally made it click for me.

Jun 2, 20268 min read
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Getting good answers out of an AI is a skill. These are the prompting habits that made the biggest difference for me.

May 28, 20269 min read
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You don't need a fancy setup or a credit card to start playing with AI. Here are the free tools I'd hand a total beginner.

May 21, 20267 min read
AI & ML

What people mean when they say a model learns, explained with zero equations and a lot of plain English.

May 14, 202610 min read
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