What’s popular in security

Loading Data and Creating Training and Test Sets for a Spam SMS Detection Model

By Partha Majumdar

This lab loads the data set, creates the training and test sets, and more ...

Building a Spam SMS Detection Model Using the Random Forest Model Algorithm

By Partha Majumdar

This lab builds a supervised learning model using the random forest algorithm ...

Cleaning Data for a Spam SMS Detection Model

By Partha Majumdar

This lab cleans the input data before it can be used for building a supervised learning model ...

Vectorizing the Data for a Spam SMS Detection Model

By Partha Majumdar

In this lab we convert text to numbers as required for building a supervised learning model ...

Extracting Features for a Spam SMS Detection Model

By Partha Majumdar

This lab builds functions for feature extraction for building a supervised learning model ...

Testing a Spam SMS Detection Model

By Partha Majumdar

This lab tests the supervised learning model for spam SMS detection ...