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How I Created a Dataset for Instance Segmentation from Scratch?
Deep Learning Computer Vision How I Created a Dataset for Instance Segmentation from Scratch?
By Rahul Agarwal 04 October 2020

Recently, I was looking for a toy dataset for my new book’s chapter (you can subscribe to the updates here ) on instance segmentation.

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Create an Awesome Development Setup for Data Science using Atom
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.

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A Layman’s Introduction to GANs for Data Scientists using PyTorch
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.

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End to End Pipeline for setting up Multiclass Image Classification for Data Scientists
Deep Learning Computer Vision Awesome Guides End to End Pipeline for setting up Multiclass Image Classification for Data Scientists
By Rahul Agarwal 24 June 2020

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

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The Most Complete Guide to pySpark DataFrames
Big Data Data Science Awesome Guides The Most Complete Guide to pySpark DataFrames
By Rahul Agarwal 24 June 2020

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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A Newspaper for COVID-19 — The CoronaTimes
Awesome Guides Data Science A Newspaper for COVID-19 — The CoronaTimes
By Rahul Agarwal 29 March 2020

It seems that the way that I consume information has changed a lot.

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5 Ways to add a new column in a PySpark Dataframe
Big Data Data Science Awesome Guides 5 Ways to add a new column in a PySpark Dataframe
By Rahul Agarwal 24 February 2020

Too much data is getting generated day by day. Although sometimes we can manage our big data using tools like Rapids or Parallelization , Spark is an excellent tool to have in your repertoire if you are working with Terabytes of data.

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Become a Data Scientist in 2023 with these 10 resources
Awesome Guides Learning Resources Become a Data Scientist in 2023 with these 10 resources
By Rahul Agarwal 21 February 2020

I am a Mechanical engineer by education. And I started my career with a core job in the steel industry.

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Learning SQL the Hard Way
Data Science Awesome Guides Learning SQL the Hard Way
By Rahul Agarwal 21 February 2020

A Data Scientist who doesn’t know SQL is not worth his salt

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Using Gradient Boosting for Time Series prediction tasks
Data Science Using Gradient Boosting for Time Series prediction tasks
By Rahul Agarwal 28 December 2019

Time series prediction problems are pretty frequent in the retail domain.

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About Me

I’m a data scientist consultant and big data engineer based in London, where I am currently working with Facebook .

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