https://www.datasciencecentral.com/profiles/blogs/a-fundamental-theorem-for-epidemiology A Fundamental Theorem for EpidemiologyPosted by Peter Cotton on May 28, 2020 at 5:30am “This approach is represented in the picture above. The important thing to note is that
What I Read: ML models in production
https://medium.com/analytics-and-data/overview-of-the-different-approaches-to-putting-machinelearning-ml-models-in-production-c699b34abf86 Overview of the different approaches to putting Machine Learning (ML) models in productionJulien KervizicApr 29, 2019 “There are different approaches to putting models into productions, with benefits that can
What I Read: Symbolic Mathematics, Neural Networks
https://www.quantamagazine.org/symbolic-mathematics-finally-yields-to-neural-networks-20200520/ artificial intelligenceSymbolic Mathematics Finally Yields to Neural NetworksAfter translating some of math’s complicated equations, researchers have created an AI system that they hope will answer even bigger questions.by Stephen
What I Read: Exploring Bayesian Optimization
https://distill.pub/2020/bayesian-optimization/ Exploring Bayesian OptimizationBreaking Bayesian Optimization into small, sizeable chunks.AuthorsApoorv AgnihotriIndian Insitute of Technology GandhinagarNipun BatraIndian Insitute of Technology GandhinagarPublishedMay 5, 2020DOI10.23915/distill.00026 “Many modern machine learning algorithms have a large
What I Read: Feature Management
https://medium.com/@jrodthoughts/the-architecture-used-at-linkedin-to-improve-feature-management-in-machine-learning-models-c7bd6ae54db The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning ModelsThe new typed feature schema streamlined the reusability of features across thousands of machine learning models.Jesus RodriguezApr
What I Read: Deep Generative Models
https://medium.com/@jrodthoughts/microsoft-research-unveils-three-efforts-to-advance-deep-generative-models-b1d2fe3395e8 Microsoft Research Unveils Three Efforts to Advance Deep Generative ModelsOptimus, FQ-GAN and Prevalent bring new ideas to apply generative models at large scale.Jesus RodriguezApr 27 “With the emergence of