If you want to become good at AI engineering
(in 3 weeks), then learn these 15 concepts:
1 AI Agents: Memory, State & Consistency
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2 Machine Learning System Design 101
3 Design Personal AI Chat Assistant
4 How RAG Works
5 LLM Concepts - A Deep Dive
6 How to Design an AI Agent
7 What is Reinforcement Learning
8 How Vector Databases Work
9 Context Engineering 101
10 AI Coding Workflow 101
11 LLM Evals Explained
12 How AI Agents Work
13 How MCP Works
14 Agentic Patterns Explained
15 Multi-Agent Architecture Explained
What else should make this list?
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