• Apr 14, 2016

  Named Entity Recognition (NER) for Text Analysis

  A comparison of various libraries and API's that allow you to recognize and extract entities from text.

  
  
• Jan 16, 2016

  Introduction to ElasticSearch

  ElasticSearch is an excellent way to organise and search un-structured and text-rich information. This tutorial runs through the installation of ElasticSearch on a machine and the basic steps for adding, searching and sorting documents.

  
  
• Nov 20, 2015

  Analysing and predicting customer churn using Pandas, Scikit-Learn and Seaborn

  A report outlining all steps around analysing, visualising, understanding and predicting customer churn-behaviour based on an actual dataset. All data/code is open and available on Github.

  
  
• Sep 13, 2015

  Visualising high-dimensional datasets using PCA and tSNE

  A walkthrough of using PCA and tSNE to perform dimensionality reduction on high-dimensional datasets in order to allow for visual exploration of the data. All code is in Python and uses the Scikit-Learn and GGPlot libraries.

  
  
• May 23, 2015

  Lua & Torch Tutorial

  Getting started with Lua and Torch (on Mac OSX). A promising new language in Machine Learning