Awesome Guides

Deep Learning Natural Language Processing Awesome Guides Explaining BERT Simply Using Sketches

In my last series of posts on Transformers, I talked about how a transformer works and how to implement one yourself for a translation task.

read more

Deep Learning Natural Language Processing Awesome Guides How Can Data Scientists Use Parallel Processing?

Finally, my program is running! Should I go and get a coffee?

read more

Programming Awesome Guides Solve almost every Binary Search Problem

Algorithms are an integral part of data science. While most of us data scientists don’t take a proper algorithms course while studying, they are important all the same.

read more

Deep Learning Natural Language Processing Awesome Guides Understanding BERT with Huggingface

In my last post on BERT , I talked in quite a detail about BERT transformers and how they work on a basic level.

read more

Programming Awesome Guides Understanding Transformers, the Programming Way

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.

read more

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

Transformers have become the defacto standard for NLP tasks nowadays.

read more

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

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

read more

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

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.

read more

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

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.

read more

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

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.

read more