Streamlit components have so much potential. With the introduction of the components system in streamlit, we can now build additional features and integrate into the web apps we have been building. You can check out the docs on the components here. In this tutorial we will explore one of the components – .html(). We will …
Building A Calculator with Streamlit Components and HTML Read More »
Unsupervised Machine learning has several applications among them include its usage in identifying patterns and for clustering similar data into clusters or groups. In this tutorial we will see how to use unsupervised ML to perform a simple task of identifying the right continents a country belongs to given the longitude and the latitude. Unsupervised …
Clustering Countries into Continents using Unsupervised Machine Learning Read More »
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 …
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 …
As a developer or data scientist or programmer that works with data, it is essential to know how to protect your data and keep it secure. In this tutorial we will learn about the various ways we can protect our data using python. We will be focusing specifically on protecting passwords. In building a CRUD …
Securing Data Using Password Hashing and Data Encryption Read More »
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 …
Rich Text and Beautiful Formatting in the Terminal with Rich Python Read More »
The world is running on systems,principles and laws. These systems are so powerful that they have been keeping the entire cosmos in check ever since God made this universe. Do you wonder why God is never bothered about whether it will rain at a particular season or not or whether the sun will rise or …
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 …
Securing Login Page/Section From SQL Injections – For Streamlit Apps Read More »
In the previous tutorial we learnt how to build a simple CRuD app with Streamlit for blogging. Our blog had no login page hence in this post, we will see how to add a login and signup section to our initial app. We will start with a simple app demonstrating the concept and then apply …
How to Add A Login & Sign-up Section to Streamlit Blog App Read More »
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 …
Generating Machine Learning Pipelines using Tpot and Genetic Programming in Python Read More »