Spam_SMS_Detection_Web_App

• Developed a web-based application which can predict whether the message is spam or not.
• Implemented text processing technique like CountVectorizer and used NLTK library to train multinomial naïve bayes classifier model for prediction. And used streamlit library of python to develop web application.

Libraries

Natural Language Toolkit (NLTK)

• The Natural Language Toolkit (NLTK) is a Python programming environment for creating applications for statistical natural language processing (NLP).
• A collection of libraries and applications for statistics language comprehension can be found in the NLTK (Natural Language Toolkit) Library.

Streamlit

• Streamlit is a free and open-source framework to rapidly build and share beautiful machine learning and data science web apps

Screenshot