Awesome Guides

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.

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.

What Kagglers are using for Text Classification

Natural Language Processing Deep Learning Awesome Guides What Kagglers are using for Text Classification

By Rahul Agarwal 17 December 2018

With the problem of Image Classification is more or less solved by Deep learning, Text Classification is the next new developing theme in deep learning.

Using XGBoost for time series prediction tasks

Data Science Awesome Guides Using XGBoost for time series prediction tasks

By Rahul Agarwal 26 December 2017

Recently Kaggle master Kazanova along with some of his friends released a “How to win a data science competition” Coursera course.

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.

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.

Behold the power of MCMC

Data Science Awesome Guides Behold the power of MCMC

By Rahul Agarwal 21 August 2015

Last time I wrote an article on MCMC and how they could be useful.

My Tryst With MCMC Algorithms

Data Science Awesome Guides My Tryst With MCMC Algorithms

By Rahul Agarwal 19 August 2015

The things that I find hard to understand push me to my limits.

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