Let's Create NLP Web App | End to End Project - @HuggingFace | Data Summarization | Hindi 2023
This is an approach for a Beginner to Advance level. Starting from the basics of NLP (Natural Language Processing) to working on one of its applications (Data Summarization) using Deep learning based concept :- Abstractive Summarization.
NO NEED to have the knowledge of Deep learning as we will be using API provided by Hugging Face for our project. We will be using Python programming language and Flask framework for Back-end of our web app and HTML,CSS for front-end.
✅Time Stamps:
0:00 - Introduction
0:45 - Understanding NLP (Natural Language Processing)
19:00 - HuggingFace
36:37 - Project Begins
1:05:17 - Flask Framework , HTML & CSS
2:10:57 - Deployment
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Deployment of project and that also for free is not explained in this video. For that visit : • Deploy Flask App on PythonAnywhere With/Wi...
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✅✅✅ IMPORTANT LINKS ✅✅✅
Jay Alammar :- https://jalammar.github.io/illustrate...
CODE :-https://github.com/arshdeepsingh2267/...
Deployed Website :- https://arshdeep.pythonanywhere.com/
HuggingFace :- https://huggingface.co/
HuggingFace Transformers :- https://huggingface.co/transformers/
HuggingFace Pipelines :- https://huggingface.co/transformers/m...
HuggingFace API inference - Data Summarization :- https://api-inference.huggingface.co/...
Flask Framework :- https://flask.palletsprojects.com/
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✅✅✅ SOCIAL MEDIA ✅✅✅
✅ Content Creator: ARSHDEEP SINGH : -
✔ LinkedIn: / arshdeep-singh123
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✔ LinkedIn: / diptanshumann
✅ End to End Instagram :-
✔ Instagram: / endtoend91
Music Used-
🎵 Bazanji FWM:
• Bazanji - FWM (Official Audio)
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You will learn:
How to create NLP project
nlp project with python
deep learning project with python
data summarization using nlp
abstractive data summarization
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