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) . …
Programming languages are tools used to communicate with and between computers and humans. They are designed with a syntax and its own rules to be able to solve problems and perform a task. There are over 100 different kinds of programming language from A to Z but in this post we will be classifying them …
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 »
Python has inbuilt standard libraries and other packages for navigating the file system. Among them include os, shutil and glob. In this tutorial we will be looking at Pathlib a nice library that utilizes an object oriented approach for working with the file system. The Pathlib package offers classes representing filesystem paths with semantics appropriate …