Tag: python programming language

Text Classification is a technique using which we organize or group text with some labels or categories. It is also known as Text Tagging. For example, “I am feeling very happy and energetic today”. According to Sentiment Analysis/ Text Classification, we can classify it as ‘Positive’. We use various Machine Learning algorithms/ Deep Learning techniques along with Natural language Processing (NLP) to organize text data. This article will discuss how a pre-trained Machine Learning model can classify a given text SMS as Spam or Ham. The Text Classification Model is based on the Multinomial Naive Bayes Algorithm. The complete code is written in Python Programming Language.

This article will show how we can render an HTML template in Flask with custom CSS and JavaScript. Python Flask is a module of Python that allows us to build web-based applications, APIs, etc. Flask has three main dependencies. Flask is a backend web framework based on the Python programming language. It basically allows the creation of web applications in a Pythonic syntax and concepts. With Flask, we can use Python libraries and tools in our web applications. Using Flask we can set up a web server to load up some basic HTML templates along with Jinja2 templating syntax.