End To End Data Science Playlist- Get Prepared With Industry Ready Projects - End To End NLP Project Implementation With Deployment Github Action- Text Summarization- Krish Naik

In this video I will explain you how to implement an end to end NLP project with deployment using github action Text summarization is the process of condensing a longer piece of text, such as an article, document, or paragraph, into a shorter and more concise version while preserving its key information and meaning. The goal of text summarization is to extract the most important points and main ideas from the original text and present them in a condensed form. Github Code Link: https://github.com/krishnaik06/Text-Summarization-NLP-Project Support me by joining membership so that I can upload these kind of videos https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join Timestamp 00:00:00 - Introduction 00:00:52 - Project Introduction 00:06:33 - Prerequisite 00:07:49 - Introduction of the Instructor 00:08:54 - What is Text Summarization (Online Demo) 00:11:49 - Github Repository Setup 00:14:46 - Project Template Creation 00:40:04 - Requirements Installation & Project Setup 00:51:42 - Logging, Exception & Utils Modules 01:08:39 - Entire Project Notebook Experiment 01:24:17 - Project Workflows 01:32:44 - Data Ingestion Notebook Experiment 01:52:12 - Data Ingestion Final Implementation 02:03:28 - Data Validation Notebook Experiment 02:11:04 - Data Validation Final Implementation 02:20:13 - Data Transformation Notebook Experiment 02:25:45 - Data Transformation Final Implementation 02:30:59 - Model Trainer Notebook Experiment 02:42:18 - Model Trainer Final Implementation 02:47:52 - Model Evaluation Notebook Experiment 02:53:37 - Model Evaluation Final Implementation 02:58:27 - Prediction Pipeline & User App 03:08:31 - Project CI/CD Deployment on AWS 03:36:41 - Outro/ End of the Project --------------------------------------------------------------------------------------------------------- Join the PWSKILLS Data Science Masters Course Best Affordable Data Science Course From Pwskills(6-7 Months) Impact Batch 2.0:- Data-Science-Masters (Full Stack Data Science) 1. Data Science Masters Hindi: http://bit.ly/3TPdrDz (Hindi) 2. Data Science Masters English: https://bit.ly/40gZ9hn (English) Direct call to our team in case of any queries +9186600 34247 +919880055539 +918147625763 +918660034247 +918951939425 ------------------------------------------------------------------------------------------------------------ ►Data Science Projects: https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB ►Learn In One Tutorials Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n ►Learn In a Week Playlist Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn ►Detailed Playlist: Stats For Data Science In Hindi : https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ&pp=gAQB Machine Learning In English : https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Machine Learning In Hindi : https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ&pp=gAQB Complete Deep Learning: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi