Christian Di LorenzoinLife and Tech @ LifeOmicGetting Started with Notebooks in the Precision Health CloudWorking with medical data isn’t exactly a walk in the park. Time series data, multiple coding systems, missing values, free-form text…Nov 2, 2020Nov 2, 2020
Christian Di LorenzoinTowards Data ScienceDeploying Your Data Science Projects in JavaScriptPushing a React client, Python JSON API, and SSL certificate from Let’s Encrypt to DigitalOcean in an hourMar 28, 20192Mar 28, 20192
Christian Di LorenzoSpeed Up Your Data Processing with MacrosData engineers and data scientists are all about data. Often, however, it’s those Linux guys that are really good at transferring data…Mar 19, 2019Mar 19, 2019
Christian Di LorenzoTesting for the Data ScientistData collection, modeling, and analysis. These are tasks that the modern data scientist is expected to perform with statistical precision…Dec 19, 2018Dec 19, 2018
Christian Di LorenzoEye Tracking Update: Activation FunctionsWhile experimenting with architectures, I took a step back to consider how I might confine the neural network output to the problem at…Oct 14, 2018Oct 14, 2018
Christian Di LorenzoEye Tracking Update: Neural Network Architecture and Loss FunctionsAfter discovering the face-alignment project several weeks ago, I ran it against the entire 2.4M images available in the GazeCapture data…Oct 7, 20181Oct 7, 20181
Christian Di LorenzoinDataDrivenInvestorGPUs or CPUs for Deep Learning?The repurposing and expansion of GPUs for neural network calculations has revolutionized the possibilities of deep neural network…Sep 28, 2018Sep 28, 2018
Christian Di LorenzoVisualization Quick Tip: Relative HeatmapsI recently had the experience of working with a large data set that involved generated points on many different iOS device screen sizes…Sep 7, 2018Sep 7, 2018
Christian Di LorenzoImprove Your React State Code with LensesIn the world of ReactJS, managing state is a crucial part of any application. In fact, entire communities have sprung up around specific…Jun 25, 2018Jun 25, 2018
Christian Di LorenzoAbstracting Reduce: The Case for the Monoid — A Swift ExampleDealing with lists of values occurs in nearly every software feature. Database rows, API results, table views, code paths, and computer…May 1, 2018May 1, 2018