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 »
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 »