Roadmap¶
Our vision for the future of AI education. Priorities evolve based on community feedback.
Current Status¶
| Component | Status |
|---|---|
| Master Repository | Live |
| Foundation Track | Complete (5 chapters) |
| Practitioner Track | In progress (2 of 10 chapters) |
| Advanced Track | Planned (10 chapters) |
| Community Requests | Starting |
| Available Now | 7 chapters, 56 hours, 21 SVGs |
Release Cadence¶
One Chapter Per Week
New chapters are released one per week once we reach 10 newsletter subscribers. Subscribe here to unlock weekly releases and get notified.
Phase 1: Foundation & Launch — Complete¶
Complete
Foundation Track complete. Chapters 6-7 available. Core infrastructure done.
Objectives¶
- Establish master repository
- Complete Foundation Track (Chapters 1-5)
- Begin Practitioner Track (Ch 6-7)
- Establish community request process
- Build first 100 community chapters
Foundation Chapters¶
- Chapter 1: Python Fundamentals for AI
- Chapter 2: Data Structures & Algorithms
- Chapter 3: Linear Algebra & Calculus
- Chapter 4: Probability & Statistics
- Chapter 5: Software Design & Best Practices
Phase 2: Practitioner Track & Scale¶
Objectives¶
- Complete Practitioner Track (10 chapters, one per week)
- Scale community chapters to 50+
- Establish quality standards and review process
- First translations (Spanish, Chinese)
Practitioner Chapters¶
| # | Chapter | Status |
|---|---|---|
| 6 | Introduction to ML | Done |
| 7 | Supervised Learning | Done |
| 8 | Unsupervised Learning | Next |
| 9 | Deep Learning Fundamentals | Planned |
| 10 | NLP Basics | Planned |
| 11 | LLMs & Transformers | Planned |
| 12 | Prompt Engineering | Planned |
| 13 | RAG | Planned |
| 14 | Fine-tuning & Adaptation | Planned |
| 15 | MLOps & Deployment | Planned |
Phase 3: Advanced Track¶
Objectives¶
- Release Advanced Track (10 chapters, one per week)
- Establish specialization tracks
- Introduce micro-credentials
- Build companion video content
Advanced Chapters¶
Chapters 16-25: Multi-Agent Systems, Advanced RAG, Reinforcement Learning, Model Optimization, Production AI, Finance, Safety, AI Products, Research, Governance & Ethics.
Specialization Tracks (Community-Built)¶
- Finance Track
- Healthcare Track
- Computer Vision Track
- Climate & Sustainability
- Games & Interactive
Phase 4: Ecosystem & Scale¶
- Interactive learning platform
- Live cohorts & community
- University integration
- Corporate training
- AI-powered personalized paths
- Translations to 10+ languages
- Sustainable funding (without paywalls)
Success Metrics¶
| Metric | Target |
|---|---|
| Newsletter subscribers | Growing |
| Contributors | 500+ |
| Community chapters | 200+ |
| Languages | 3+ |
| Paywall | $0, forever |
How You Can Help¶
Right Now¶
- Subscribe to the newsletter to unlock weekly releases
- Request chapters you need
- Work through Foundation chapters
- Report issues and suggest improvements
- Star the repository and share
As We Grow¶
- Build community chapters
- Mentor other learners
- Create translations
- Design diagrams and visuals
- Create video content
Created by Luigi Pascal Rondanini | Generated by Berta AI