Machine Learning

Featured image for Collecting & Analysing Google Home Reviews with Python

Collecting & Analysing Google Home Reviews with Python

28 Nov 2018

Product reviews online are the best source for knowing and understanding a product before making a purchase decision. With the ample amount of reviews available online, we'll use Python to quickly understand the gist of the review, analyse the sentiment and stance of the reviews, and basically automate the boring ...

Featured image for Quick Guide - Google Cloud Authentication on Python

Quick Guide - Google Cloud Authentication on Python

14 Nov 2018

Authentication for Google Cloud APIs on Python can be a bit challenging and can discourage those who're keen to use their amazing APIs such as the Natural Language Processing APIs. Recently I had some issues too and found a simple way to do it. Plus, I think Google Cloud has ...

Featured image for Simple Sentiment Analysis with Python

Simple Sentiment Analysis with Python

21 Mar 2018

Sentiment Analysis is a very useful (and fun) technique when analysing text data. In this piece, we'll explore three simple ways to perform sentiment analysis on Python. Dataset to be used I slowly extracted by hand several reviews of my favourite Korean and Thai restaurants in Singapore. I chose what ...