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 |