110 steps, 57 lessons
Beginner
Use AI tools well and understand how they work. No code.
Beginner checklistEvery lesson you need
to build real AI.
594 lessons across 17 tracks, from what an LLM is to training your own. Free on YouTube, with certificate courses on Udemy.
- Live free on YouTube
- 8
- Udemy courses live
- 7
- Build-along projects
- 56
The syllabus, 594 lessons
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15 min
Published 31 October 2026 in RAG: Retrieval-Augmented Generation
RAG Tutorial for Beginners: Free Python Chatbot
Build a working RAG chatbot on a free local model.
- AI Roadmap for BeginnersBeginner, 13 min, 29 October 2026
- Using AI SafelyBeginner, 11 min, 28 October 2026
- How AI Makes Images, Audio and VideoBeginner, 11 min, 27 October 2026
- Why AI Makes Things UpBeginner, 11 min, 26 October 2026
Beginner, builder, pro
One path in three stages. Each stage lists the tracks it draws from, and every course page shows what comes before and after.
214 steps, 95 lessons
Builder
Build agents, RAG chatbots and automations in Python.
- 03Python for AI, From Zero
- 04Working With LLM APIs
- 05RAG: Retrieval-Augmented Generation
- 06AI Agents
- 07Automation and No-Code Agents
313 steps, 67 lessons
Pro
Ship AI that real users rely on: tested, observed, secure and affordable.
- 05RAG: Retrieval-Augmented Generation
- 06AI Agents
- 09LLM Engineering and Production
- 08Voice AI Agents
- 10Training LLMs
- 13AI Careers and Portfolio
Courses
Every course is free on YouTube lesson by lesson, with a Udemy version that adds assignments and a certificate.
Track 0: AI Foundations (No Code)
AI for Beginners (No Code): Understand and Use AI
27 lessons, 6 free on YouTube now
Enroll on Udemy: AI for Beginners (No Code): Understand and Use AI
Track 4: Working With LLM APIs
LLMs for Beginners (No Code): How AI Apps Really Work
6 lessons
Enroll on Udemy: LLMs for Beginners (No Code): How AI Apps Really Work
Track 5: RAG: Retrieval-Augmented Generation
RAG for Beginners (No Code): Make AI Answer From Your Files
8 lessons, 1 free on YouTube now
Enroll on Udemy: RAG for Beginners (No Code): Make AI Answer From Your Files
Track 5: RAG: Retrieval-Augmented Generation
Testing AI Agents with Python (DeepEval)
2 lessons
Enroll on Udemy: Testing AI Agents with Python (DeepEval)
Track 9: LLM Engineering and Production
Production AI for Beginners (No Code): Run AI for Real Users
7 lessons
Enroll on Udemy: Production AI for Beginners (No Code): Run AI for Real Users
Udemy course
AI Agents & RAG: Zero to Production (Build 3 Real LLM Apps)
Full syllabus on Udemy
Enroll on Udemy: AI Agents & RAG: Zero to Production (Build 3 Real LLM Apps)
The Academy
A monthly membership for people who want to build alongside us. Members get more depth; the basics stay free.
How the Academy worksBuild-along projects
One full project a month, code in the members repo.
Monthly live workshop
A practical build and open Q&A.
Project resources
Templates, checklists and roadmaps.
Industry insights
How companies run AI in production, sourced and dated.
Learning community
Show your build, ask for help, keep going.
Counted, not claimed
Recounted from the published curriculum every time this site builds. See every lesson.
594lessons in the syllabus
8live free on YouTube
7Udemy courses live
56build-along projects
Curriculum v1.0, 31 October 2026.
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