Finding the Alpha - Predicting Currency Prices
I look at identifying any patterns in the Forex market and attempt to find a model that can predict returns on any given currency.
Explain This?! - Model Interperability Techniques
Exploring various ways to understand why our black-box machine learning models make the decisions they do.
Tom Ford or Uniqlo? - Image Classification in Fashion
In this post, I explore some fundamental problems when working with images and explore the theory behind Haar Cascade classification.
Automating EDA - Better Summaries from Pandas
A brief introduction into using the pandas-profiling package to understand datasets quicker.
News x Reddit - NLP on Social Data