Awesome Guides

Deep Learning Natural Language Processing 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.

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

Transformers have become the defacto standard for NLP tasks nowadays.

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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.

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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.

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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.

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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.

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

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.

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Natural Language Processing Deep Learning Computer Vision Awesome Guides A definitive guide for Setting up a Deep Learning Workstation with Ubuntu

Creating my own workstation has been a dream for me if nothing else.

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Deep Learning Computer Vision Awesome Guides End to End Pipeline for setting up Multiclass Image Classification for Data Scientists

Have you ever wondered how Facebook takes care of the abusive and inappropriate images shared by some of its users?

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Big Data Data Science Awesome Guides The Most Complete Guide to pySpark DataFrames

Big Data has become synonymous with Data engineering. But the line between Data Engineering and Data scientists is blurring day by day.

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