MinIO is an open-source High Performance Object Storage solution. It is API compatible with the Amazon S3 cloud storage service. One can use MinIO to setup high performance infrastructure for ML, analytics and application data workloads. MinIO is a good on-prem alternative to cloud object storage. This article will provide…

Dogecoin is an open-source cryptocurrency which was started in 2013 as a joke, inspired by the doge meme. Over the last one year, the price of dogeocin has increased by 2,000%! This meteoric rise of Dogecoin stemmed from the WallStreetBets movement and it has got Elon Musk interested. Tesla recently…

Named Entity Recognition (NER) is an important facet of Natural Language Processing (NLP). By using NER we can intelligently extract entity information (relevant nouns like places, people, locations etc.) from natural language to help derive more meaning from the text. NER can be used to build recommendations, quickly extract relevant…

Docker is an amazing containerisation solution that can help you ship your code seamlessly, irrespective of the environment it runs on. Docker provides the ability to package and run an application in a loosely isolated environment called a container. The backbone of delivering a Docker container is docker-compose. As a…

First things first, you must have Docker and Docker compose setup and installed on your machine. If you don’t have it installed already, follow this link to set it up on your machine. For this tutorial, we will be making use of the docker-compose command to spin up our own…

This article will walk you through how one can use Data Augmentation to solve the problem of having imbalanced image classification data. …