Completed
- Project CI/CD Deployment on AWS
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Classroom Contents
End to End NLP Project Implementation With Deployment Github Action - Text Summarization - Krish Naik
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- 1 - Introduction
- 2 - Project Introduction
- 3 - Prerequisite
- 4 - Introduction of the Instructor
- 5 - What is Text Summarization Online Demo
- 6 - Github Repository Setup
- 7 - Project Template Creation
- 8 - Requirements Installation & Project Setup
- 9 - Logging, Exception & Utils Modules
- 10 - Entire Project Notebook Experiment
- 11 - Project Workflows
- 12 - Data Ingestion Notebook Experiment
- 13 - Data Ingestion Final Implementation
- 14 - Data Validation Notebook Experiment
- 15 - Data Validation Final Implementation
- 16 - Data Transformation Notebook Experiment
- 17 - Data Transformation Final Implementation
- 18 - Model Trainer Notebook Experiment
- 19 - Model Trainer Final Implementation
- 20 - Model Evaluation Notebook Experiment
- 21 - Model Evaluation Final Implementation
- 22 - Prediction Pipeline & User App
- 23 - Project CI/CD Deployment on AWS
- 24 - Outro/ End of the Project
