Fundamentals

The starting point of the series — core concepts every AI builder needs before going further.

Modules

1. Module 1: Large Language Model (LLM) Fundamentals
2. English: 1_llms.md

3. Turkish: 1_llms_tr.md

4. Module 2: Training LLMs (Pre-training, Fine-tuning, PEFT)

5. English: 2_training.md

6. Turkish: 2_training_tr.md

7. Module 3: Retrieval-Augmented Generation (RAG) and Vector Embeddings

8. English: 3_rag.md

9. Turkish: 3_rag_tr.md

10. Module 4: LLM Tool Calling

11. English: 4_tools.md

12. Turkish: 4_tools_tr.md

13. Module 5: Memory (Parametric, Working, and Long-Term)

14. English: 5_memory.md

15. Turkish: 5_memory_tr.md

16. Module 6: AI Agents: From Single Call to Multi-Step Reasoning

17. English: 6_agents.md

18. Turkish: 6_agents_tr.md

19. Module 7: Multi-Agent Architectures

20. English: 7_multi_agent.md
21. Turkish: 7_multi_agent_tr.md

Start with Module 1 and progress through the series!

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