CG/VFX Developer (Beginners) Roadmap
A streamlined roadmap for beginners to master the CG/VFX workflow using Maya, Blender, Nuke, and Unreal Engine, with a focus on technical skills and pipeline development.
DevOps Engineer Roadmap
A comprehensive roadmap to becoming a proficient DevOps engineer, covering essential skills, tools, and practices for all levels.
Data Analyst Roadmap
A comprehensive roadmap to becoming a proficient data analyst, covering foundational knowledge, core skills, advanced tools, specialization, and job readiness, tailored for students and career switchers.
Game Developer Roadmap
A comprehensive guide to becoming a game developer, covering programming, game engines (Unity, Unreal, Godot), and advanced topics including AI, graphics programming, and architecture.
iOS Developer Roadmap
A comprehensive roadmap to becoming a professional iOS developer, covering Swift, iOS frameworks, advanced concepts, and optional specializations.
Inference Engineer Roadmap
A comprehensive, beginner-friendly roadmap from your first local model to production-grade AI inference systems. Learn model execution, GPU fundamentals, benchmarking, vLLM, quantization, KV-cache optimization, distributed serving, observability, capacity planning, and CUDA/Triton kernel optimization through practical projects.
Rust Systems Engineer Roadmap
A systems-first roadmap for Rust engineers: OS and networking fundamentals, Rust core through unsafe/FFI, performance and testing, Linux/async/networking, ecosystem crates, eBPF and Wasm, and observability.
AI Engineer Roadmap
A comprehensive, beginner-friendly roadmap to AI Engineering. Start from your first LLM API call and progress to building production-grade AI systems with RAG, Agents, Security, and MLOps. Perfect for beginners and career transitioners.
Frontend Developer Roadmap
A comprehensive, beginner-friendly roadmap from zero to industry-ready frontend developer. Covers fundamental languages, modern frameworks, tools, and advanced technologies with hands-on challenges and real-world projects.