* ai eng content * 57 topics * 44 topics * 68 topics, need to add links to the final 15 or so * final topics * update copy and links * Update ai-engineer-vs-ml-engineer@jSZ1LhPdhlkW-9QJhIvFs.md Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com> * Update code-completion-tools@TifVhqFm1zXNssA8QR3SM.md Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com> * Update development-tools@NYge7PNtfI-y6QWefXJ4d.md Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com> * Update introduction@_hYN0gEi9BL24nptEtXWU.md Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com> * Update what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com> * resolve comments * Update src/data/roadmaps/ai-engineer/content/image-understanding@fzVq4hGoa2gdbIzoyY1Zp.md * Update src/data/roadmaps/ai-engineer/content/anomaly-detection@AglWJ7gb9rTT2rMkstxtk.md * Update src/data/roadmaps/ai-engineer/content/chunking@mX987wiZF7p3V_gExrPeX.md * Update src/data/roadmaps/ai-engineer/content/data-classification@06Xta-OqSci05nV2QMFdF.md * Update src/data/roadmaps/ai-engineer/content/inference@KWjD4xEPhOOYS51dvRLd2.md * Update src/data/roadmaps/ai-engineer/content/manual-implementation@6xaRB34_g0HGt-y1dGYXR.md * Update src/data/roadmaps/ai-engineer/content/mongodb-atlas@j6bkm0VUgLkHdMDDJFiMC.md * Update src/data/roadmaps/ai-engineer/content/video-understanding@TxaZCtTCTUfwCxAJ2pmND.md * Update src/data/roadmaps/ai-engineer/content/performing-similarity-search@ZcbRPtgaptqKqWBgRrEBU.md * Update src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md --------- Co-authored-by: Kamran Ahmed <kamranahmed.se@gmail.com>
roadmap.sh
Community driven roadmaps, articles and resources for developers
Roadmaps are now interactive, you can click the nodes to read more about the topics.
View all Roadmaps · Best Practices · Questions
Here is the list of available roadmaps with more being actively worked upon.
Have a look at the get started page that might help you pick up a path.
- Frontend Roadmap / Frontend Beginner Roadmap
- Backend Roadmap / Backend Beginner Roadmap
- DevOps Roadmap / DevOps Beginner Roadmap
- Full Stack Roadmap
- Git and GitHub
- API Design Roadmap
- Computer Science Roadmap
- Data Structures and Algorithms Roadmap
- AI and Data Scientist Roadmap
- AI Engineer Roadmap
- AWS Roadmap
- Linux Roadmap
- Terraform Roadmap
- Data Analyst Roadmap
- MLOps Roadmap
- Product Manager Roadmap
- QA Roadmap
- Python Roadmap
- Software Architect Roadmap
- Game Developer Roadmap / Server Side Game Developer
- Software Design and Architecture Roadmap
- JavaScript Roadmap
- TypeScript Roadmap
- C++ Roadmap
- React Roadmap
- React Native Roadmap
- Vue Roadmap
- Angular Roadmap
- Node.js Roadmap
- GraphQL Roadmap
- Android Roadmap
- iOS Roadmap
- Flutter Roadmap
- Go Roadmap
- Rust Roadmap
- Java Roadmap
- Spring Boot Roadmap
- Design System Roadmap
- PostgreSQL Roadmap
- SQL Roadmap
- Redis Roadmap
- Blockchain Roadmap
- ASP.NET Core Roadmap
- System Design Roadmap
- Kubernetes Roadmap
- Cyber Security Roadmap
- MongoDB Roadmap
- UX Design Roadmap
- Docker Roadmap
- Prompt Engineering Roadmap
- Technical Writer Roadmap
- DevRel Engineer Roadmap
There are also interactive best practices:
- Backend Performance Best Practices
- Frontend Performance Best Practices
- Code Review Best Practices
- API Security Best Practices
- AWS Best Practices
..and questions to help you test, rate and improve your knowledge
Share with the community
Please consider sharing a post about roadmap.sh and the value it provides. It really does help!
Development
Clone the repository, install the dependencies and start the application
git clone git@github.com:kamranahmedse/developer-roadmap.git
cd developer-roadmap
npm install
npm run dev
Note: use the depth parameter to reduce the clone size and speed up the clone.
git clone --depth=1 https://github.com/kamranahmedse/developer-roadmap.git
Contribution
Have a look at contribution docs for how to update any of the roadmaps
- Add content to roadmaps
- Add new roadmaps
- Suggest changes to existing roadmaps
- Discuss ideas in issues
- Spread the word
Thanks to all contributors ❤
License
Have a look at the license file for details

