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 »
PostgreSQL, also known as Postgres, is a free and open-source relational database management system emphasizing extensibility and SQL compliance. It is a very useful database software just like MySQL and SQLite. By the end of this tutorial you will learn how to setup postgresql on your ubuntu system and how to connect it to your …
DagsHub is a platform for data scientists and machine learning engineers to version their data, models, experiments, and code. In a way it is like Github for Data Scientists and ML Engineers. It is where Data Scientists build their ML projects without any external and complicated devops. It seeks to simplify MLOps for everyone. It allows …
Pm2 is a production ready process manager that allows you to manage your applications during production. It is written in node.js however it can also be used to manage and monitor both node.js apps as well as python apps. In this tutorial we will explore how to use Pm2 to manage and monitor a python …
A hash is unique fixed-size values or a fixed-length string of characters produced by a hash function. It is the values returned by a hash algorithm. Such values can also be termed as Message Digests or simply a Hash. A hash function is any function than can be used to map data of arbitrary size …
Hash Identification Using Machine Learning and 3 Tools Read More »
Natural Language Processing ( NLP for short) is an exciting and useful field of Data Science. Some of applications of NLP involves Text Classification Sentiment Analysis Machine Translation Chatbots Creation Keyword Extraction NER etc With the increase of textual data, comes the increase of performant and fine tuned State of the Art(SoTA) models. These models …
In this series of post we will be building several web applications using Streamlit. The plethora of apps we will be building will range from simple fun and useful apps to complex data science apps. Our main framework will be streamlit. So what is streamlit? Streamlit is a powerful framework for build data apps as …
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 …
Julia is an exciting and fascinating programming language like Python and R and Go. It offers several benefit if you are into scientific computing and Datascience. In this tutorial we will explore how to develop and publish Julia Packages. We will using this simple workflow for designing our package. This describes everything that we will …
How to Develop and Publish Julia Packages For Beginners Read More »
Machine Learning can be grouped into two based on the presence or absence of labels or target class. This gives us the main branches of supervised machine learning (where the dataset is provided with predefined labels) and unsupervised machine learning (where there are no labels given). The task of assigning labels to a dataset is …
How to Programmatically Label Datasets using Snorkel in Python Read More »