Simple NLP app with Spacy-Streamlit

In this tutorial we will build a simple natural language processing(NLP) app with an awesome package called Spacy-Streamlit. Spacy-Streamlit is a python package that is useful for visualizing spaCy models and building interactive spaCy-powered apps with Streamlit. It has several functions and utils for visualizing spacy’s essential NLP features such as Tokenization using visualize_tokens() NER(Named …

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Machine Learning with PyCaret in Python

In this fourth industrial age – the Age of AI, the knowledge and applications of machine learning is essential for every business and industry. It has a lot of potential and benefit when incorporated into your business . But not everyone has the time and the energy to learn the intricacies of Data Science and …

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Rich Text and Beautiful Formatting in the Terminal with Rich Python

In this tutorial we will be exploring Rich – a  python package for working with rich text and beautiful formatting in the terminal or command prompt. First of all let see some of the benefits  we can do with this package. Adding Color and Style to Text Emoji Markdown Syntax Highlighting Tables In the Terminal …

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Securing Login Page/Section From SQL Injections – For Streamlit Apps

In the previous tutorial we saw how to build a simple login page for Streamlit,in this post we will check out the various ways to secure our app and in most cases any web app that has a login and a form of database. In designing your web applications there are certain measures to take …

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Generating Machine Learning Pipelines using Tpot and Genetic Programming in Python

Automated Machine learning is a fascinating field of machine learning and Data Science in which we automate some of the stages of ML life cycle such as feature engineering, model building,etc. It mostly works best after the data has been cleaned and pre-processed properly. There are several libraries and tools that can be used in …

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