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 »
In this tutorial we will see how to use streamlit to build a simple CRUD blog app. CRUD stands for Create, Read,Update and Delete. In our case we will be building a CRD app, we will leave the Update for another time. Streamlit is quite young as compared to other popular frameworks like Flask,Django,Pyramid, etc. …
Build a Simple CRUD Blog with Streamlit and Python Read More »
Nature runs on two important concepts, Systems and Optimization. This can be seen in almost every aspect of life. God operates the world using systems and optimization. By these concepts most problems can be solved. In this tutorial we will pick the concept of optimization and narrow it down a bit. So what is optimization? …
Bioinformatics which is also called Biological Data Science is an awesome and fascinating field of science. In this tutorial we will build a simple app using Streamlit to do some basic sequence analysis and dot plot of two DNA sequences. We will be using BioPython and NeatBio to do our processing of our sequence and …
Building A Simple Bioinformatics App with Streamlit and BioPython Read More »
Streamlit is a powerful but simple framework for building ML and Data Science Apps primarily,but it can also be used to build some cool apps outside the field of Machine Learning and Data Science. In this tutorial we will see how to use streamlit to build a simple CSS Shape generator. We will be using …
Simple CSS Shape Generator App with Streamlit – Color Picker Read More »
In this tutorial we will be analysing the genomic and DNA sequence of coronavirus (ncov 19) using a wonderful bioinformatic package called BioPython. We will do a simple introduction of how to use BioPython and then continue with our protein analysis of Covid19. Installation pip install biopython Applications of BioPython For sequence analysis (DNA,RNA) To …
Protein Sequence Analysis of Covid19 using BioPython Read More »
X Programming Language in One What is a programming language? Programming languages are tools used to solve problems. They are tools used to communicate to computers and machines on how to solve problems and perform tasks Most Programming Languages Mostly have an English syntax Unlike human natural languages it can be created or designed by …
In this tutorial we will be doing a simple data analysis of the coronavirus outbreak or pandemic using the Julia Programming language. We will start with fetching the dataset and then do a simple data preparation before continuing with our data analysis. We will be fetching our dataset directly from github( John Hopkins Repo) . …