10 Compelling Machine Learning Ph.D. Dissertations for 2020
Machine LearningModelingResearchposted by Daniel Gutierrez, ODSC August 19, 2020
As a data scientist, an integral part of my work in the field revolves around keeping current with research coming out of academia. I frequently scour arXiv.org for late-breaking papers that show trends and reveal fertile areas of research. Other sources of valuable research developments are in the form... Read more
Vision loss among the elderly is a major healthcare issue: about one in three people have some vision-reducing disease by the age of 65. Age-related macular degeneration (AMD) is the most common cause of blindness in the developed world. Source: Using AI to predict retinal disease progression Read more
The Most Influential NLP Research of 2019
Academic ResearchFeatured PostNLP/Text AnalyticsResearch2019posted by Daniel Gutierrez, ODSC December 31, 2019
Natural language processing (NLP) is one of the most important technologies to arise in recent years. Specifically, 2019 has been a big year for NLP with the introduction of the revolutionary BERT language representation model. There are a large variety of underlying tasks and machine learning models powering NLP... Read more
Highlighted Machine Learning Research of November 2019
Academic ResearchMachine LearningModelingResearchposted by ODSC Team December 27, 2019
As we enter into the holiday months, research and news tend to slow down. And yet, in November alone we found some really exciting work; here are the best six pieces of machine learning research in November we read. Conclusion-Supplement Answer... Read more
The Most Influential Deep Learning Research of 2019
Academic ResearchDeep LearningModelingResearchResearchposted by Daniel Gutierrez, ODSC December 23, 2019
Deep learning has continued its forward movement during 2019 with advances in many exciting research areas like generative adversarial networks (GANs), auto-encoders, and reinforcement learning. In terms of deployments, deep learning is the darling of many contemporary application areas such as computer vision, image recognition, speech recognition, natural language... Read more
Best Machine Learning Research of 2019
Academic ResearchMachine LearningModelingResearchposted by Daniel Gutierrez, ODSC December 13, 2019
The field of machine learning has continued to accelerate through 2019, moving at light speed with compelling new results coming out of academia and the research arms of large tech firms like Google, Microsoft, Yahoo, Facebook and many more. It’s a daunting task for the down-in-the-trenches data scientist to... Read more
Data Science News Week in Review: November 25th
Academic ResearchFeatured PostNewsResearchNewsResearchposted by ODSC Team November 25, 2019
Every week we’re bringing data science news to you… some highlights include reviewing Facebook’s DeepFovea AI, IBM’s Consortium for Sequencing the Food Supply Chain, and more. Read on: Facebook’s DeepFovea AI promises power-efficient VR foveated rendering In a paper released on November 18th, Facebook introduced a human-like “peripheral vision”... Read more
7 AI Research Labs in Europe Leading the Data Science Community
Academic ResearchModelingResearchposted by ODSC Team November 13, 2019
In the past, we’ve highlighted some West Coast AI research labs that we think are doing some really incredible work. Now, in an attempt to look past the dominating presence of Silicon Valley, we’re turning our focus overseas and taking a closer look at some of the cutting-edge Europe... Read more
Most Influential Data Science Research Papers for 2018
Featured PostModelingResearchResearchposted by Daniel Gutierrez, ODSC December 19, 2018
As an academic researcher in a previous life, I like to maintain ties to the research community while working in the data science field. I feel that a firm understanding of the origins for the technologies I use in my consulting work: AI, machine learning, and deep learning, helps... Read more
Self-Driving Cars, Generated News Among Top Data Science Research
ResearchResearchposted by Paxtyn Merten November 13, 2018
Self-driving cars. Less biased crowdsourced data. Automatically generated historical accounts. These are some of the topics data science researchers across the world tackled and published to the arXiv research aggregator out of Cornell University Library in October. Learn... Read more
Gain Insight Into the COVID-19 Pandemic with the HPCC Systems Data Lake Platform
Big DataCOVID 19COVID-19 Data SourceData LakeHPCC SystemsPandemic MetricsSARS-Cov-2Modelingposted by ODSC Community Sep 24, 2020
This open-source project features a community contribution cluster which can be made available to ODSC followers. The severe acute...
Need More Efficient ETL? Learn More with the Virtual HPCC Systems Community Day Data Lake Track, October 5th
Featured Postposted by ODSC Community Sep 24, 2020
In this year’s annual Community Day Event, HPCC Systems has opened their virtual event free to all technologists, including...
Explainable and Reproducible Machine Learning Model Development with DALEX and Neptune
Machine Learningposted by ODSC Community Sep 24, 2020
Machine learning model development is hard, especially in the real world. Typically, you need to: understand the business problem,...
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