jesse_jcharis

Building A Simple Bioinformatics App with Streamlit and BioPython

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 »

Simple CSS Shape Generator App with Streamlit – Color Picker

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 »

Protein Sequence Analysis of Covid19 using BioPython

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 »

Data Analysis of Covid19 using Julia

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) . …

Data Analysis of Covid19 using Julia Read More »

Predicting Coronavirus Outbreak with Facebook Prophets – A Timeseries Forecast

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 »