📚 AI Development Guide

Complete learning resource: 45 topics from beginner to expert

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Advanced Learning Path

Duration: 2-4 months (ongoing experimentation)

Goal: Master cutting-edge AI techniques and push boundaries.

Who Is This For?

  • Experienced developers seeking bleeding-edge techniques
  • R&D teams exploring AI innovation
  • Those building AI-first products

Advanced Topics

Topic 13: API Integration
Programmatic AI access, building AI-powered features
Topic 14: Vector Databases
Semantic search, RAG (Retrieval Augmented Generation)
Topic 41: AI Agents
Autonomous systems, multi-agent orchestration
Topic 42: Fine-Tuning
Custom models, domain-specific AI

Prerequisites

  • Solid understanding of fundamentals (Quick Start or Comprehensive path)
  • Experience with APIs and backend development
  • Comfort with experimentation and iteration

Expected Outcomes

  • ✅ Build custom AI features and products
  • ✅ Implement RAG and vector search
  • ✅ Create autonomous AI agents
  • ✅ Fine-tune models for specific domains
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