Tag Archives: Natural Language Processing

Prediction of Spam Messages

In this project, we aim to predict whether the message is spam or ham. we implemented Natural Language Processing, TF-IDF and SVM on Python. The data contains the following columns: Message: text message Category: Spam or Ham . let’s get our environment ready with the libraries we’ll need and then import the data! Check out the Data . Exploratory Data Analysis Let’s use describe by Category, this way we can begin to think about the …

Sentiment Analysis for Restaurant Reviews

Most of the Restaurants ask reviews to the customers and based on the reviews the restaurant can improve the customer satisfaction. So Reviews plays a vital role for the successful growth of the restaurant. The aim of this project is to predict whether the review is positive or negative. This project implemented by Natural Language Processing and Naive Bayes on Python. The dataset consists of 1000 rows and 2 columns. Review Column consist of customer …