Python Programming Tutorials
In this tutorial we will be looking at how to use the command line when working with a data science project. We will be doing data analysis with the command line – shell or bash. Most data science projects are done with languages such as Python,R,Julia, Javascript,Java ,C languages,Matlab . We will be checking how …
In this tutorial we will be building a document redaction app. Document redaction refers to the process of sanitizing and censoring a document based on selected terms. It is one of the applications of NLP – natural language processing. This image shows some of it use. In this case the important terms have been blacked …
Building A Document Redactor NLP App with Streamlit,Spacy and Python Read More »
In this tutorial we will be see how to render the named entities of a text extracted using spacy’s displacy in flask. First of all the basic requirement is to use the following packages Flask Spacy Flask-Markdown To install the various packages we will be using pip as below pip install flask Flask-Markdown spacy To …
How to Use Displacy in Flask For Named Entity Recognition Read More »
In this tutorial we will be learning how to render markdown in flask. There are several ways you can use to render markdown from the back-end(python side) to the front-end (html) side of your flask app. These packages include Flask-Markdown Flask-Misaka Markdown Let us start with Flask-Markdown. Using Flask Markdown Installation pip install Flask-Markdown …
Artificial Intelligence which includes Machine learning,Deep Learning,etc has changed the world and it is going to continue to change our lives. As we begin to accumulate more data via the smart technologies we used, there is going to be a huge demand for storage of these data. But that is not all, there is also …
4 Ways to Productionize Your Machine Learning Models Read More »
In this tutorial , we will be learning how to deploy our awesome streamlit apps. The simplicity of streamlit makes it easier to build ML apps, Data Science Apps and other python apps. So what do you do if you want to deploy or publish your streamlit app? There are several options and platforms that …
Streamlit is Awesome!!!. In this post, we will build a simple Natural Language Processing App(NLP) app with streamlit in python. Our app will be useful for some interesting aspect of NLP such as: Tokenization and Lemmatization of Text Named Entity Recognition Sentiment Analysis Text Summarization We will be using the wonderful SpaCy library for our …
Building A Natural Language Processing App with Streamlit,SpaCy and Python Read More »
In this crash course we will be learning about the Streamlit framework, a very powerful framework for building Machine Learning and Data Science tools and apps. Streamlit allows you to convert your normal python code into beautiful UI which is quite easy and very interactive. You can do more with as little code as possible. …