Satellite Images, Machine Learning and Poverty

The power of AI for social good — a topic not discussed enough In the developed countries predictive AI is already at work tracking crime, revolutionizing healthcare and transport industries. But if we look at the developing world, we see a whole different magnitude of issues. So many people are still struggling with issues such...

A dataset and a ML problem, what should you do? An end-to-end example with housing dataset from Kaggle

In this post, we will deconstruct the basics of working with a dataset to solve ML problems. This first part of this post gives a quick overview of the general workflow needed to work with ML problems. The second part comprises of a practical end-to-end example in Python. Part 1 The process of working with...