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Learning Path
OverviewLevel 0Environment & FoundationsLevel 1LLM Fundamentals & APIsLevel 2Building Simple GenAI ApplicationsLevel 3RAG Systems & Intelligent AgentsLevel 4Production Systems & DeploymentLevel 5Advanced GenAI TechniquesLevel 6Choose Your Specialization Path
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Level 2 in progress

HomeRoadmapLevel 4
4

Production Systems & Deployment

Deploy GenAI applications at scale with monitoring and robustness.

⏱️
Duration
3-4 weeks
📊
Difficulty
Advanced
✓
Checkpoints
4
⚡
Est. Hours
30h

Learning Outcomes

  • Build production-grade APIs
  • Deploy and scale applications
  • Monitor and debug production systems
  • Optimize costs at scale
  • Implement robust testing strategies

Topics to Master

•FastAPI for building APIs
•Docker containerization
•Database integration (PostgreSQL, MongoDB)
•Asynchronous processing with Celery
•Logging and monitoring
•Rate limiting and load balancing
•Cost optimization strategies
•Testing and CI/CD pipelines
•Security best practices

Featured Projects

Production-Ready API

Complete

Build a FastAPI-based API for serving an LLM application at scale.

AdvancedLevel 4
#fastapi#api#deployment

Monitoring & Observability Dashboard

Complete

Create monitoring tools to track performance, costs, and errors in production.

AdvancedLevel 4
#monitoring#observability#devops

Async Job Processing System

Complete

Implement a scalable async job queue for long-running LLM tasks.

AdvancedLevel 4
#async#celery#scalability

AI-Powered Code Editor

In Progress

Full-stack application with AI code completion and intelligent suggestions.

AdvancedLevel 2
#app-dev#frontend#full-stack

Real-Time Collaborative AI App

In Progress

Build a collaborative app with WebSockets and AI features supporting multiple users.

AdvancedLevel 2
#app-dev#websockets#collab

Mobile AI Assistant

Starter

Create a mobile app (iOS/Android) powered by GenAI with offline capabilities.

AdvancedLevel 3
#app-dev#mobile#offline
View all 16 projects

Checkpoints & Milestones

This level includes 4 structured checkpoints with hands-on tasks, validation criteria, and portfolio pieces. Complete these to solidify your understanding.

View Checkpoints →
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Level 3: RAG Systems & Intelligent Agents
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Level 5: Advanced GenAI Techniques