Julia Language is an amazing programming language that is easy to read and write yet fast. Like Python, it can be used for both scientific computing and data science task. Let us see how to add julia to your environment variable or path After downloading Julia from the official website, you will first have to …
In deploying web applications on a server specifically flask application, we use gunicorn, a wsgi software or server to run our flask app. However you may face certain issues and one of the commonest issue is the connection in use error. This occurs when there is something listening on the port that gunicorn is bound …
How to Fix Gunicorn Connection In Use (‘127.0.0.1’, 8000) Error Read More »
Streamlit has reached 1.0, this awesome framework has changed how we build data apps and ML apps with ease. In this article we will be exploring how to perform load testing on our Streamlit apps. So what is Load Testing? why do we even need it and how do we perform load testing for our …
SQL is an essential skills every data scientist and data engineer needs to know. In this article we will build a simple app where anybody can try out his know how on SQL. The app we will be building is like a clone of sqlzoo.net where by you can practice your SQL queries. By the …
Building SQL Playground App with Streamlit and Python Read More »
One of the most important activities when building models is the ability to test and evaluate your model and have something to compare with that shows that your model actually worked. In order to do this you will need to have enough data to train and build a working model and also to test the …
How to Split Dataset into Training and Testing Dataset For Machine Learning Read More »
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 »
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 »
Imagine if you could try out a python application without actually installing it. Imagine if you could also install a CLI application in an isolated environment that will not affect your entire system. This is where Pipx comes to the rescue. Pipx is a wonderful package that fixes this issue. It allows us to install …
The recent increase in Coronavirus (Covid 19) outbreak is gathering several concerns. In this tutorial we will try to see if we can make some predictions and time series forecasting using the data available now. We will be using Facebook Prophet – an opensource package by Facebook for time series forecasting and prediction with pystan …
Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast Read More »
In this tutorial we will be learning about how to work with a nice framework called Hug. Hug is a framework that allows you to expose a single code in several ways. You can use hug to build some cool products . You can check out how to use hug to productionize your ML models …
Introduction to Hug Framework – Building a Package,API and CLI at once Read More »