80-Week Roadmap
Full-Stack AI Engineer curriculum — 6 phases, 80 weeks, 400 tasks
All Phases
P1 · Foundations
P2 · Frontend
P3 · Backend
P4 · AI Integration
P5 · DevOps
P6 · Capstone
80 weeks shown
WK 01
Foundations
Developer Environment & Git
WK 02
Foundations
HTML5 Fundamentals
WK 03
Foundations
CSS Core & Layout
WK 04
Foundations
JavaScript Core
WK 05
Foundations
Async JS & Closures
WK 06
Foundations
TypeScript Fundamentals
WK 07
Foundations
Data Structures I
WK 08
Foundations
Data Structures II
WK 09
Foundations
Node.js Core
WK 10
Foundations
SQL & Relational Databases
WK 11
Foundations
NoSQL & MongoDB
WK 12
Foundations
REST API Design
WK 13
Foundations
Testing I — Unit & Integration
WK 14
Foundations
Testing II — E2E & Quality
WK 15
Foundations
System Design I
WK 16
Foundations
System Design II
WK 17
Foundations
Developer Tooling
WK 18
Foundations
Web Security
WK 19
Foundations
Performance Engineering
WK 20
Foundations
Phase 1 Capstone
WK 21
Frontend
React Fundamentals
WK 22
Frontend
Advanced React Patterns
WK 23
Frontend
State Management
WK 24
Frontend
React Performance
WK 25
Frontend
Component Design Systems
WK 26
Frontend
Next.js Fundamentals
WK 27
Frontend
Next.js App Router & RSC
WK 28
Frontend
CSS-in-JS & Tailwind
WK 29
Frontend
Animations & Motion
WK 30
Frontend
Core Web Vitals
WK 31
Frontend
Web Accessibility
WK 32
Frontend
Testing React
WK 33
Frontend
GraphQL Client
WK 34
Frontend
WebSockets & Real-time
WK 35
Frontend
Progressive Web Apps
WK 36
Frontend
Phase 2 Capstone
WK 37
Backend
Node.js API Architecture
WK 38
Backend
Authentication Systems
WK 39
Backend
ORM & Database Patterns
WK 40
Backend
Caching Strategies
WK 41
Backend
Message Queues
WK 42
Backend
Microservices
WK 43
Backend
GraphQL API
WK 44
Backend
File Handling & Storage
WK 45
Backend
Search & Elasticsearch
WK 46
Backend
Payments Integration
WK 47
Backend
Email & Notifications
WK 48
Backend
Background Jobs
WK 49
Backend
API Gateway
WK 50
Backend
Monitoring & Observability
WK 51
Backend
Database Scaling
WK 52
Backend
Phase 3 Capstone
WK 53
AI Integration
LLM Fundamentals & Prompt Engineering
WK 54
AI Integration
OpenAI & Anthropic APIs
WK 55
AI Integration
Retrieval-Augmented Generation
WK 56
AI Integration
Vector DBs & Embeddings
WK 57
AI Integration
LangChain & AI Agents
WK 58
AI Integration
AI in Production
WK 59
AI Integration
Fine-tuning
WK 60
AI Integration
AI Safety & Evals
WK 61
AI Integration
Multi-modal AI
WK 62
AI Integration
AI Infrastructure & Cost
WK 63
AI Integration
AI Product Design
WK 64
AI Integration
Phase 4 Capstone
WK 65
DevOps
Docker & Containerization
WK 66
DevOps
Kubernetes Fundamentals
WK 67
DevOps
Kubernetes Advanced
WK 68
DevOps
CI/CD Pipelines
WK 69
DevOps
Terraform & IaC
WK 70
DevOps
Platform Engineering
WK 71
DevOps
SecOps & Compliance
WK 72
DevOps
Phase 5 Capstone
WK 73
Capstone
Capstone: Planning & Architecture
WK 74
Capstone
Capstone: Sprint 1 — Backend
WK 75
Capstone
Capstone: Sprint 2 — Frontend
WK 76
Capstone
Capstone: Sprint 3 — AI & Real-time
WK 77
Capstone
Capstone: Sprint 4 — DevOps
WK 78
Capstone
Capstone: Hardening & Security
WK 79
Capstone
Capstone: Final Polish
WK 80
Capstone
Graduation
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