Who it's for: Professionals, creators, and developers who want to use AI tools well, not just try them. Early stages need no coding; later stages are for people who want to build.
Where it gets you: You will know how today's AI assistants work and where they fail, which tools fit your work, how to build simple AI workflows and agents, and how others are using AI in law, security, design, and business.
Stage 1 Start here
What AI can and can't do, and how the major assistants compare.
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1
AI For Everyone (DeepLearning.AI) — An Honest Review from Someone Who Actually Uses AI Every Day
An honest review of Andrew Ng's AI For Everyone on Coursera: what the 4 weeks cover, what it won't teach you, and who should take it.
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2
Google AI Professional Certificate Review — Is It Worth It in 2026?
I completed all 7 courses in Google's AI Professional Certificate on Coursera. Here's what's actually useful, what's filler, and who should take it.
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3
Claude vs ChatGPT vs Gemini: A Practitioner's Honest Take
A no-hype comparison of Claude, ChatGPT, and Gemini for real work — coding, writing, research, and agentic tasks. From someone who actually uses all three.
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4
Human-AI Collaboration: Agents, Judgment & Workflows — First Look at Coursera's New Certificate
A breakdown of Coursera's new Human-AI Collaboration Professional Certificate: what it covers, who it's for, and how it compares to code-heavy agent certs.
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5
Claude Just Had Its Biggest Month Yet: Opus 5.5, Haiku 5.5, Duet, and the Best Way to Learn It All
Everything new in Claude this fall (Opus 5.5, Sonnet 5.5, Haiku 5.5, Duet, Cowork everywhere), plus the free and paid courses that teach it fastest.
Stage 2 Build with AI
Coding assistants, the Claude API, local models, and agents.
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6
Building with the Claude API (Anthropic on Coursera) — The Best Claude Course for Developers in 2026
A detailed look at Anthropic's Building with the Claude API course on Coursera: tool use, RAG, MCP, evals, and agents. Who it's for and how it compares.
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7
Cursor vs GitHub Copilot vs Claude Code: Which AI Coding Tool in 2026?
A practical comparison of Cursor, GitHub Copilot, and Claude Code in 2026 — three different paradigms for AI-assisted development, and which one fits which workflow.
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8
Vibe Coding the Epic AI MegaJam 2026 with Claude: Step-by-Step Tutorial, Workflow, and How to Submit
Step-by-step tutorial: vibe code an Unreal Engine or UEFN game with Claude Code for the Epic AI MegaJam 2026, then submit it on itch.io.
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9
Ollama Grew Up: How Local Models Now Power Agentic Workflows (Claude Code Included)
How Ollama went from local chatbot runner to agent backend: Anthropic API compatibility, ollama launch, tool calling, and safe local agent workflows.
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10
IBM RAG and Agentic AI Professional Certificate: Full Review After Completing All 10 Courses
A hands-on review of the IBM RAG and Agentic AI Professional Certificate on Coursera. LangChain, LangGraph, CrewAI, vector databases, and MCP — from someone who's actually built this stuff.
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11
Omarchy Explained: DHH's Agentic Linux, Every Built-In App, and How It Plugs Into Claude Code
What Omarchy is, what it does, the apps it ships with, and how its built-in AI agent launchers, agents panel, and skills fit into real workflows.
Stage 3 Apply it to your work
Real workflows for law, security, creative tools, science, and governance.
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12
Claude Artifacts for Legal Work: A Technical Breakdown of the New Legal Gallery
A technical look at Claude's new legal artifacts: how cite checks, tabular review, and playbook boards work, plus connectors, sharing, and security.
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13
AI in Law: Research, Risk, and Legal Drafting — Full Specialization Review
An honest review of Coursera's AI in Law specialization — 9 courses on using ChatGPT and Claude for legal research, contract drafting, and risk management. Who it's for and whether it's worth it.
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14
AI Workflows Meet the Cloud: How the New Integrations Work and How to Keep Them Secure
AI agents now connect to cloud accounts, SaaS tools, and each other. How MCP, agent identity, and cloud agent platforms work, and how to secure them.
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15
Blender + AI: The Claude and ChatGPT Workflows 3D Artists Are Actually Using in 2026
How 3D artists use Claude and ChatGPT with Blender: Python scripting, the official Blender connector, coding agents, scene cleanup, and custom tools.
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16
AI Is Rewriting Creative Coding: How Artists Use Claude, TouchDesigner, and Code to Make Generative Art
How artists use AI to write the code behind generative art, with TouchDesigner, MCP, and StreamDiffusion as the example. Workflows, tools, and where to start.
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17
Grok Comprehensive Guide on Coursera — Is It the Best Way to Learn xAI's Assistant in 2026?
A detailed look at the Grok Comprehensive Guide course on Coursera: DeepSearch, Think Mode, voice, prompting, and whether learning Grok is worth your time.
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18
Anthropic's AI for Science Program Expands to Foundations and Institutes: How It Works and Who's Eligible
Anthropic's AI for Science program now runs through funders like NSF and institutes like EMBL. Who's eligible, the four ways in, and how to apply.
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19
Microsoft Enterprise AI Governance, Ethics & Security Certificate — What It Covers and Who It's For
Breakdown of Microsoft's new AI Governance, Ethics & Security certificate on Coursera: NIST AI RMF, ISO 42001, STRIDE, and who should take it.
Stage 4 Turn it into income
Realistic ways to earn with AI skills, and the rules that come with them.
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20
How to Make Money with AI Connectors: 7 Agentic Workflows That Clients Actually Pay For
Seven ways to earn money online with AI connectors and agentic workflows: example packages, prices, retainers, revenue math, and the risks to manage.
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21
10 Creative Ways People Are Making Money with AI (and How They Get Paid)
Ten creative ways people earn money with AI, from licensed AI music and voice royalties to virtual influencers, plus one security path: AI bug bounties.
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22
Claude + Zillow in 2027: Every Way to Make Money Through Zillow's New Claude Connector
How Zillow's Claude connector works, where its leads and money flow, and how agents, landlords, and side hustlers can earn through Zillow in 2027.
Coming next on this path
We're adding these steps. New articles appear here automatically when they publish.
- Prompting fundamentals for everyday work
- AI agents explained in plain English
- Using AI safely with sensitive data
Common questions
Do I need to know how to code to use AI well?
No. The first stage is for everyone. Coding helps in the "Build with AI" stage, and modern coding assistants lower that bar considerably.
Which AI assistant should I use?
It depends on the job. Our comparison of Claude, ChatGPT, and Gemini covers writing, coding, research, and privacy differences. Many people use more than one.
Can I trust what an AI assistant tells me?
Treat it like a fast, well-read colleague who is sometimes confidently wrong. Verify facts, numbers, and citations against primary sources before you rely on them.
Other learning paths
← All learning paths