Email Spam Classifier | SMS Spam Classifier | End to End Project | Heroku Deployment
Channel: CampusX
Date: 2021-07-10

In this end-to-end project, we'll guide you through building a spam classifier for both emails and SMS messages. Learn the steps involved in creating a reliable spam detection system and witness the deployment on Heroku.

Working Demo: https://esc-campusx.herokuapp.com/

Dataset: https://www.kaggle.com/uciml/sms-spam-collection-dataset

Code : https://github.com/campusx-official/sms-spam-classifier

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📱 Grow with us:
CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official
CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official
My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789
Discord: https://discord.gg/PsWu8R87Z8
E-mail us at support@campusx.in

⌚Time Stamps⌚

00:00 - Intro
00:54 - Project Demo
02:50 - UCI ML Dataset
04:41 - Creating Jupyter Notebook/Checking The Data
05:55 - Stages of the Project
07:30 - Data Cleaning
12:20 - EDA
29:17 - Text Preprocessing
54:25 - Model Building
01:09:17 - Improving model performance
01:20:20 - Creating the project in Pycharm
01:33:00 - Deployment on Heroku
01:39:30 - Outro