| Topic | Video Link |
|---|---|
| NLP A-Z Course Part - 1 | Video Link |
| NLP A-Z Course Part - 2 | Video Link |
| Serial Number | Topic | Code Link | Video Link |
|---|---|---|---|
| 1 | Transformers From Scratch | Code Link | Video Link |
| 2 | BERT For Text Classification | Code Link | Video Link |
| 3 | BERT NER | Code Link | Video Link |
| 4 | T5 - All NLP Tasks | Code Link | Video Link |
| 5 | Llama2 Finetuning | Code Link | Video Link |
| 6 | LoRA Paper Explanation and Implementation | Code Link | Video Link |
| 7 | DPO Paper Explanation and Implementation | Code Link | Video Link |
| 8 | Mistral Architecture Explanation | Code Link | Video Link |
| 9 | Mistral Finetuning | Code Link | Video Link |
| 10 | Mistral DPO Finetuning | Code Link | Video Link |
| 11 | LLM Evaluation using Mistral | Code Link | Video Link |
| 12 | Mistral RAG | Code Link | Video Link |
| 13 | LLM Finetuning Crash Course | Code Link | Video Link |
| 14 | LLM For Information Extraction | Code Link | Video Link |
| 15 | Gemma Architecture Explained with Finetuning | Code Link | Video Link |
| 16 | My Best LLM using Model Merging | Code Link | Video Link |
| 17 | Mixture of Experts from Scratch | Code Link | Video Link |
| 18 | LoRA Merging | Code Link | Video Link |
| 19 | Deploy and Serve LLM using Ollama WebUI | No Code | Video Link |
| 20 | Whatsapp Chatbot using Twilio and Open Source LLMs | Code Link | Video Link |
| 21 | Edubot - Llama RAG Application | Code Link | Video Link |
| 22 | AI Girlfriend - Benefits of Prompting | Code Link | Video Link |
| 23 | YTBuddy - Chat with Videos | Code Link | Video Link |
| 24 | Cricbot - Chat with CSV | Code Link | Video Link |
| 25 | Codepal - Chat with Git Repo | Code Link | Video Link |
| 26 | Building your own Copilot in VSCode Realtime | Code Link | Video Link |
| 27 | Realtime Research Agent with Deployment | Code Link | Video Link |
| 28 | AI Database Administrator - Chat with Database | Code Link | Video Link |
| 29 | Building my own AI Startup | Code Link | Video Link |
| 30 | 1 Bit LLM Pretraining - Era of 1 Bit LLM | Code Link | Video Link |