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Minimal Pandas Subset for Data Scientists
Awesome Guides Data Science Minimal Pandas Subset for Data Scientists
By Rahul Agarwal 20 July 2019

Pandas is a vast library. Data manipulation is a breeze with pandas, and it has become such a standard for it that a lot of parallelization libraries like Rapids and Dask are being created in line with Pandas syntax.

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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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The Hitchhiker’s Guide to Feature Extraction
Data Science Awesome Guides The Hitchhiker’s Guide to Feature Extraction
By Rahul Agarwal 19 May 2019

Good Features are the backbone of any machine learning model.

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Chatbots  aren’t as difficult to make as You Think
Natural Language Processing Deep Learning Awesome Guides Chatbots aren’t as difficult to make as You Think
By Rahul Agarwal 15 April 2019

Chatbots are the in thing now. Every website must implement it.

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NLP  Learning Series: Part 3 - Attention, CNN and what not for Text Classification
Natural Language Processing Deep Learning Awesome Guides NLP Learning Series: Part 3 - Attention, CNN and what not for Text Classification
By Rahul Agarwal 09 March 2019

This post is the third post of the NLP Text classification series.

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What my first Silver Medal taught me about Text Classification and Kaggle in general?
Natural Language Processing Deep Learning Awesome Guides What my first Silver Medal taught me about Text Classification and Kaggle in general?
By Rahul Agarwal 19 February 2019

Kaggle is an excellent place for learning. And I learned a lot of things from the recently concluded competition on Quora Insincere questions classification in which I got a rank of 182/4037.

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NLP  Learning Series: Part 2 - Conventional Methods for Text Classification
Natural Language Processing Deep Learning Awesome Guides NLP Learning Series: Part 2 - Conventional Methods for Text Classification
By Rahul Agarwal 08 February 2019

This is the second post of the NLP Text classification series.

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NLP  Learning Series: Part 1 - Text Preprocessing Methods for Deep Learning
Natural Language Processing Deep Learning Awesome Guides NLP Learning Series: Part 1 - Text Preprocessing Methods for Deep Learning
By Rahul Agarwal 17 January 2019

Recently, I started up with an NLP competition on Kaggle called Quora Question insincerity challenge.

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A Layman guide to moving from Keras to Pytorch
Natural Language Processing Deep Learning Computer Vision Awesome Guides A Layman guide to moving from Keras to Pytorch
By Rahul Agarwal 06 January 2019

Recently I started up with a competition on kaggle on text classification, and as a part of the competition, I had to somehow move to Pytorch to get deterministic results.

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Create basic graph visualizations with SeaBorn- The Most Awesome Python Library For Visualization yet
Data Science Awesome Guides Create basic graph visualizations with SeaBorn- The Most Awesome Python Library For Visualization yet
By Rahul Agarwal 13 September 2015

When it comes to data preparation and getting acquainted with data, the one step we normally skip is the data visualization.

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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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