AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
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A curated, open, and ever-evolving learning path focused on practices of software development, principles of software design, and software architecture.
- clean-code
- clean-architecture
- hexagonal-architecture
- solid-principles
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
- blogs
- businessintelligence
- courses
- data
✨ A Learning Path for Functional Programming
- functional-programming
- javascript
- clojure
- functional-languages
A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer
Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups
DevStart Lab - An interactive open-source platform to learn programming, explore real projects, and contribute to GitHub.
- beginner-friendly
- coding-challenges
- developer-tools
- education
AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer
Learn everything about Go in 7 days (from a Nodejs developer).
- 103cuong
- golang
- go
- roadmap
Making online learning fun and easy.
🗺️ Developer Roadmaps — 20 career paths, 870+ topics, 1,880+ free resources. PWA, certifications, community-driven. Your free guide from beginner to senior dev.