Email Spam Classifier | SMS Spam Classifier | End to End Project | Heroku Deployment
294 هزار بار بازدید -
3 سال پیش
-
In this end-to-end project, we'll
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...
Code : https://github.com/campusx-official/s...
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in/s/store
============================
📱 Grow with us:
CampusX' LinkedIn: LinkedIn: campusx-official
CampusX on Instagram for daily tips: Instagram: campusx.official
My LinkedIn: LinkedIn: nitish-singh-03412789
Discord: Discord: discord
E-mail us at [email protected]
⌚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
Working Demo: https://esc-campusx.herokuapp.com/
Dataset: https://www.kaggle.com/uciml/sms-spam...
Code : https://github.com/campusx-official/s...
============================
Do you want to learn from me?
Check my affordable mentorship program at : https://learnwith.campusx.in/s/store
============================
📱 Grow with us:
CampusX' LinkedIn: LinkedIn: campusx-official
CampusX on Instagram for daily tips: Instagram: campusx.official
My LinkedIn: LinkedIn: nitish-singh-03412789
Discord: Discord: discord
E-mail us at [email protected]
⌚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
3 سال پیش
در تاریخ 1400/04/19 منتشر شده
است.
294,068
بـار بازدید شده