Roadmaps
Your Path to 1%
A structured learning path from Python fundamentals to building AI-powered production systems.
Phase 1
Python Foundations
Master Python from scratch. Variables, data structures, OOP, file handling, and clean coding practices.
Variables & Data Types
Control Flow
Functions
OOP
File I/O
Error Handling
8 weeksStart
Phase 2
Backend with FastAPI
Build production-grade REST APIs. Routing, validation, authentication, database integration, and deployment.
REST APIs
Pydantic
SQLAlchemy
Authentication
Testing
Deployment
6 weeks
Coming Soon
Phase 3
AI Engineering
LLM integration, embeddings, vector databases, prompt engineering, and building AI-powered applications.
LLM APIs
Embeddings
Vector DBs
Prompt Engineering
Chains
Fine-tuning
8 weeks
Coming Soon
Phase 4
Agents & RAG
Autonomous AI agents, retrieval-augmented generation, tool use, and multi-agent orchestration.
RAG Pipelines
Tool Use
Agent Frameworks
Multi-Agent
Evaluation
Production
6 weeks
Coming Soon