Using Amazon Web Services’ EC2 for the first time

Super Simple Guide to Generating Datasets for Data Analysis and Experimentation

This is less of a tutorial, more of a gist to allow me to copy and paste from when I need to quickly generate a random dataset with a mix of datatypes for data science explorations.

Twitter sentiment analysis in just 2 steps

We previously used the tweepy library to download tweets. Now we shall endeavour to…

Loading Data and Visualisation with Pandas

Pandas has other magic powers. Two of these that are used often are its functions to…

Experimenting with Portfolio Optimisation with Tensorflow | D3 Dashboard

Topic Modelling

When faced with a huge body of text, sometimes we may just want to see if there are common threads running through the text.

Topic modelling is a good way to do that. Basically, the algorithms search of clusters of words that may(or may not) be logical common threads…