One of the main challenges of today's Machine Learning initiatives is the need for a centralized store of high-quality data that can be reused by Data Scientists across different models. Amundsen is a data discovery tool that collects metadata from your d... (more…)

First of all, a short disclaimer: I’m not an expert in machine learning at all. In fact I’m in a rather early stage of the learning process, have basic knowledge and this project is kind of my first… (more…)

If you'd like to get updates on how my progress goes, feel free to subscribe here or follow me on twitter! In 2020 and beyond, I plan to dive more deeply into independent research projects in Machine Learning and Theoretical Neuroscience. It has been on m... (more…)

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Compute, data, and algorithmic advances are the three fundamental factors that guide the progress of modern Machine Learning (ML). In this paper we study trends in the most readily quantified factor - compute. We show that before 2010 training compute gre... (more…)