Python Programming Tutorials
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? …
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 …
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 …
In a previous tutorial we saw how to do an analysis of the coronavirus (covid19) outbreak using the dataset fetched from John Hopkins on Github. In this section we will see how to automatically fetch the new updated data daily ,prepare and clean the dataset for further analysis. Since this is an ongoing study and …
The Coronavirus (COVID-19) outbreak is an ongoing outbreak which started in 2019 hence the number 19 in the COVID-19. It is caused by the Severe Acute Respiratory Syndrome(SARS) -CoV-2 virus. In this tutorial we will see how to use python to do some basic exploratory data analysis of the coronavirus outbreak. We will be …
Data Analysis of Coronavirus Outbreak with Python and Geopandas Read More »
In this tutorial we will be building a simple face detection app with streamlit and OpenCV. We will be using streamlit to help us with our UI. This is going to be a simple Computer Vision App using OpenCV in python. This is how our app will look like after we are done building it. …
Building A Face Detection App with Streamlit and OpenCV Read More »
In this tutorial we will be building a simple ML app with the awesome ML framework -Streamlit. We will be using the car evaluation data set from here. Let us see the basic workflow we will be using for this simple project. Building the ML Model Interpreting the Model Building the ML App with Streamlit …
Simple Machine Learning App with Streamlit using Car Evaluation Dataset Read More »
In the previous tutorial we saw how to deploy streamlit using docker. In this tutorial we will be looking at how to deploy our streamlit app to Google Cloud Platform App Engine using docker. Docker gives you the possibility to deploy apps on any available cloud platform such as GCP,Azure,AWS ,Alibabacloud etc. The main requirements …
How to Deploy Streamlit Apps to Google Cloud Platform(GCP App Engine) Read More »