Content Deep Dive
SMS Spam Detection with Machine Learning in Python
Blog post from Vonage
Post Details
Company
Date Published
Author
Aboze Brain John
Word Count
3,264
Language
English
Hacker News Points
-
Summary
This tutorial is a comprehensive guide to building an SMS spam detection web application using Python, Flask, and the Vonage SMS API. The application uses a machine learning model trained on a dataset of labeled SMS messages to classify new incoming messages as spam or ham. The tutorial covers the setup of the project, data preprocessing, feature engineering, model training, and deployment in a Flask web application. It also includes explanations of various machine learning algorithms and techniques used throughout the process.