ChatGPT is an amazing AI service created by OpenAI. It has ushered us into the next generation of search engines that is powered by LLM (Large Language Models) and NLP systems. Let us explore this awesome service. First of all you will need to create an account (email and phonenumber as well as the basic …
Exploring OpenAI’s ChatGPT – Building Apps in Multi-Languages with ChatGPT Read More »
Itsdangerous is a very common and popular package used for serialization in other packages and apps. One of the errors that one may face is the import error due to either the version of flask you are using or the version of itsdangerous being used. Let us explore the issue first and then some of …
How to Fix ImportError From Itsdangerous package Read More »
In this short tutorial we will explore pull request on Github and possibly on GitLab or DagsHub in the future A Pull Request simply refers to making a request to the original owner of a repository that they should pull in/ accept the changes you have made to a copy of their original (upstream) version …
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 »