AI Education & Research
AI Education & Research is the gateway to three structured learning paths: AI Essentials for foundations, AI Deep Dive for stronger systems, and Expert Workflows for hands-on projects. Choose a roadmap based on your current experience; the child categories contain the indexable lesson libraries.
Use the roadmap for the recommended order, or choose a guide below for the problem you are solving now. Each article includes practical limits, verification steps, and links to authoritative sources where details may change.
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Step 8: Capstone — Build Your Personal AI Stack and Apply It Responsibly
Build a personal AI stack, choose a realistic income path, document your skills and plan your first 30 days with practical privacy and verification guidance.
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Step 7: Vibe Coding — Build Your First Real Tool Without a CS Degree
Learn how beginners can use AI-assisted coding to build, test and review a small personal tool safely, with practical limits for security, privacy and maintenance.
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Step 6: AI Agents & Automation — Delegate Whole Workflows, Safely
AI agents acts. The moment AI can click, send, buy, and delete on your behalf, “you sign the work” stops being a good habit.
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Step 5: AI Video & Voice — From Script to Screen Without a Studio
The people producing great AI video aren’t finding a magic prompt; they’re writing in shots, generating in pieces, and assembling like editors.
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Step 4: AI Image Generation — Prompt Like an Art Director
Welcome to the Creation Studio — Phase 2 of the AI Deep Dive. For three lessons you’ve bent text to your will: engineering context, grounding in your files,…
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Step 3: Build Your Own AI Assistant — Custom GPTs, Claude Projects & Gemini Gems (No Code)
A custom AI assistant is hiring them once — instructions and knowledge baked in — so they show up every day already knowing you…
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Step 2: Feed the Machine — Your Files, Your Data & RAG (No Code Required)
Learn how file uploads, knowledge bases, and RAG help beginners ground AI answers in their own documents—without code.
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Step 1: Advanced Prompting & Context Engineering — From Formulas to Systems
A great prompt is a sentence. A prompt system is a machine. Level 1 taught you to brief the AI beautifully once
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The AI Deep Dive Curriculum Roadmap: From AI User to AI Builder (Level 2)
Follow the AI Deep Dive roadmap from AI user to builder: learn prompting, RAG, custom assistants, image, video, automation, vibe coding, and ethical income ideas.
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Step 7: AI Hallucination and Ethics: What Every Beginner Must Know
AI hallucination explained for beginners: learn why AI invents facts and a simple verification method for safer, more ethical use.
Not sure where to begin? Compare the AI Essentials, AI Deep Dive, and Expert Workflows learning paths.