Awesome Guides

Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Programming Way

By Rahul Agarwal 10 October 2020

Transformers have become the defacto standard for NLP tasks nowadays. They started being used in NLP but they are now being used in Computer Vision and sometimes to generate music as well.

Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Data Science Way

By Rahul Agarwal 20 September 2020

Transformers have become the defacto standard for NLP tasks nowadays.

Deep Learning Natural Language Processing Computer Vision Awesome Guides The Most Complete Guide to PyTorch for Data Scientists

By Rahul Agarwal 08 September 2020

PyTorch has sort of became one of the de facto standards for creating Neural Networks now, and I love its interface.

Data Science Awesome Guides Create an Awesome Development Setup for Data Science using Atom

By Rahul Agarwal 02 September 2020

Before I even begin this article, let me just say that I love iPython Notebooks, and Atom is not an alternative to Jupyter in any way.

Deep Learning Computer Vision Awesome Guides A Layman’s Introduction to GANs for Data Scientists using PyTorch

By Rahul Agarwal 27 August 2020

Most of us in data science has seen a lot of AI-generated people in recent times, whether it be in papers, blogs, or videos.

Deployment could be easy — A Data Scientist’s Guide to deploy an Image detection FastAPI API using Amazon ec2

Programming Computer Vision Awesome Guides Deployment could be easy — A Data Scientist’s Guide to deploy an Image detection FastAPI API using Amazon ec2

By Rahul Agarwal 04 August 2020

Just recently, I had written a simple tutorial on FastAPI, which was about simplifying and understanding how APIs work, and creating a simple API using the framework.

Deep Learning Computer Vision Awesome Guides How to Create an End to End Object Detector using Yolov5

By Rahul Agarwal 04 August 2020

Ultralytics recently launched YOLOv5 amid controversy surrounding its name. For context, the first three versions of YOLO (You Only Look Once) were created by Joseph Redmon.