nlp-projects-nhv's Introduction

NLP ADVANCED - NHV

NLP A-Z COURSE

Roadmap

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

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