LLM and NLP

17 lessons View examples

LLM & NLP Learning Guide

00_Overview.md

01. NLP Basics

01_NLP_Basics.md

02. Word2Vec and GloVe

02_Word2Vec_GloVe.md

03. Transformer Review

03_Transformer_Review.md

04. BERT Understanding

04_BERT_Understanding.md

05. GPT Understanding

05_GPT_Understanding.md

06. HuggingFace Basics

06_HuggingFace_Basics.md

07. Fine-Tuning

07_Fine_Tuning.md

08. Prompt Engineering

08_Prompt_Engineering.md

09. RAG Basics

09_RAG_Basics.md

10. LangChain Basics

10_LangChain_Basics.md

11. Vector Databases

11_Vector_Databases.md

12. Practical Chatbot Project

12_Practical_Chatbot.md

13. Model Quantization

13_Model_Quantization.md

14. RLHF and LLM Alignment

14_RLHF_Alignment.md

15. LLM Agents

15_LLM_Agents.md

16. LLM Evaluation Metrics

16_Evaluation_Metrics.md