What is Online Machine Learning?

Making machines learn in real time

During the start of my career, I was fortunate enough to work on a subfield of machine learning known as online learning (also known as incremental or out-of-core learning). Compared to…

Machine Learning Reductions & Mother Algorithms, Part II: Multiclass to Binary Classification

The Curious Tale of William Sealy Gosset

An ode to a brilliant mind who changed how we do statistical…

Architecting a Scalable Real Time Learning System

Tips for implementing production-grade real time…

Semantic Search

Search that actually finds what you were looking for

The amount of data is exploding exponentially, we all know this. Some of that data is very technical and not strictly meant for human consumption. Others are very much so such as…

Focusing on Machine Learning 2020: Augmentation Instead of Automation

Generalized additive models: when engineers try to shed light on marketing effectiveness

Please stop saying you need data to start on AI

Companies, especially advisory and consultancy companies working on AI seem to start their talks always on the notion of data. If you want to do AI or machine learning in particular, you need data. Lots of it. In a warehouse, preferably. Data is…

The general discussion surrounding AI is embarrassing, and we need to do something about it

Data Commercialization Moves to Insights Commercialization

Let’s face it. The data economy is primarily about insights, not data. Which customers are most likely to churn? Which media instruments are best fitted for the task if I want to sell X in channel Y, and what is the optimal…