COVID19: Question-Answering Model using BioSentVec Embedding
Introduction As we see COVID19 affected 1.5M people globally and 100k deaths, the worldwide AI research community are trying help medical commun...
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Automatic Differentiation in 15 Minutes — video tutorial with application in machine learning and finance
Recorded in Bloomberg’s London offices in November 2019: slides here...
Podcast 1: Tackling the Challenges of Production Model Deployment with MLOps
Many models created by data science teams never generate value because they never reach production. In the end, data scientists have to help deploy and maintain their mod...
Technical Periods of COVID-19 Fatality Data and the Relevance of Asymptotic Baselines
While I was laid off due to the new Coronavirus, I created a computer application called Little Blue Pearl (LBP) – named after our planet. Although I was recalled a...
Nonlinear regression of COVID19 infected cases.
In 1927, W. O. Kermack y A. G. McKendrick described the first mathematical model for infectious diseases using a set of differential equations. This model is called SIR b...
Speedup by 10x the Hyperparameter tuning of ML applications on Kubeflow using FPGAs
Kubernetes is a great system for handling clusters of containers (whether on cloud or on-premise), but deploying and managing containerized applications for ML can be a c...
Reinforcement Learning (Q-learning) – An Introduction (Part 1)
Have you heard about AI learning to play computer games on their own and giving tough competitions to expert Human gamers? A very popular example being Deepmind whose Alp...
The 17 equations that changed the course of history
This article was written by Andy Kiersz. From Ian Stewart’s book, these 17 math equations changed the course of human history A 2013 book by mathematician and scien...
Bayesian Model for COVID-19 Spread Prediction
Bayesian Model for COVID-19 Spread Prediction At present time, there are different methods, approaches, data sets for for modeling COVID-19 spread [1, 2, 3, 4, 5, 6]. For...
Using Data To Combat COVID-19
#FlattenTheCurve. #StayHome. #QuarantineLife. They’ve all been trending, and it seems like everybody knows that it’s time to stay at home, indoors, and as far apart (...