Step by Step guide from Installation to best practices and tips on creating annotations on Prodigy for your next NLP project — If you have never used spaCy, it would be good to go through this article where the author explains clearly (blatant self-promotion 😏 ) how to get started in spaCy. (An in-depth understanding is provided in 7 minutes — flat !) Getting Started with NLP with spaCy 3.0 Understanding what happens under the hood when you run your spaCy codetowardsdatascience.com

An intuitive understanding of the torchvision library — basics to advanced ( Part 1/3 ) — What is torchvision? Torchvision is a library for Computer Vision that goes hand in hand with PyTorch. It has utilities for efficient Image and Video transformations, some commonly used pre-trained models, and some datasets ( torchvision does not come bundled with PyTorch, you will have to install it separately. )

MERGE / JOIN operations in pandas explained with illustrations — This article is for you if: If you do not know what JOINs are … and want to know what they do or if you know SQL and want to know the intricacies in syntax for JOIN operations in pandas We will cover 3 basic joins and try to understand them in ‘English’ and through illustrations …

Remember this while doing your Image annotation using prodigy — Before we start This short article is in the context of using the Image annotation tool — Prodigy — by revolution.ai ( the makers of the NLP package — spaCy ) If you are new to spaCy , the NLP package — read this article. If you are new to image annotation using…

A collection of ideas on how a beginner can fast-track her Data Science learning path through competitions. — First things first — Competitions are not hackathons. Hackathons are not for beginners — Hackathons are for later. Competitions, on the other hand, generally give you enough time to experiment, learn and reflect on your learnings. Note : Beyond a skill level, competitions do not really help you give a…

A list of some of the (FREE , ONLINE and PAID) events that are coming up in 2022 ( Updated Every Week ) #BOOKMARK_THIS — Last updated: Mar 8, 2022 Want to keep yourself updated on the latest of what is happening in the AI world ? Here are some…

Use these 3 simple techniques to speed up your webscraping using beautiful soup — Why is this useful and important ? Most of the times when you scrape a site for pulling public data for your datascience projects, you end up doing it over a loop ( sometimes it means doing it over a few thousand times) and every second that you save in your loop adds up significantly in the…

And how spaCy v3.0 can help you get started with these use-cases — In this article we will list down and explain the different use-cases and give a brief overview on how we can use SpaCy to go about doing the same. Oh, in case you don’t know what SpaCy is — it is one of the more popular industry strength NLP solutions…