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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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Practical Spark Tips for Data Scientists
Big Data Data Science Awesome Guides Practical Spark Tips for Data Scientists
By Rahul Agarwal 20 March 2020

I know — Spark is sometimes frustrating to work with.

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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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100x faster Hyperparameter Search Framework with Pyspark
Big Data Data Science 100x faster Hyperparameter Search Framework with Pyspark
By Rahul Agarwal 22 February 2020

Recently I was working on tuning hyperparameters for a huge Machine Learning model.

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Data Scientists, The 5 Graph Algorithms that you should know
Data Science Awesome Guides Data Scientists, The 5 Graph Algorithms that you should know
By Rahul Agarwal 02 September 2019

We as data scientists have gotten quite comfortable with Pandas or SQL or any other relational database.

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How did I learn Data Science?
Data Science Awesome Guides How did I learn Data Science?
By Rahul Agarwal 12 August 2019

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

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The Hitchhikers guide to handle Big Data using Spark
Big Data Data Science Awesome Guides The Hitchhikers guide to handle Big Data using Spark
By Rahul Agarwal 07 July 2019

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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To all Data Scientists - The one Graph Algorithm you need to know
Data Science Big Data To all Data Scientists - The one Graph Algorithm you need to know
By Rahul Agarwal 07 December 2018

Graphs provide us with a very useful data structure. They can help us to find structure within our data.

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Top Data Science Resources on the Internet right now
Data Science Learning Resources Top Data Science Resources on the Internet right now
By Rahul Agarwal 26 March 2017

I have been looking to create this list for a while now.

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Learning Spark using Python: Basics and Applications
Big Data Data Science Awesome Guides Learning Spark using Python: Basics and Applications
By Rahul Agarwal 07 September 2015

I generally have a use case for Hadoop in my daily job.

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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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