/NLP-Projects-NHV

NLP Projects playlist

Primary LanguageJupyter Notebook

NLP ADVANCED - NHV

NLP A-Z COURSE

Roadmap

Video Link

COURSE

Topic Video Link
NLP A-Z Course Part - 1 Video Link
NLP A-Z Course Part - 2 Video Link

VIDEOS IN ORDER

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