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Python Versus R for Machine Learning and Data Analysis

Machine learning and data analysis are two areas where open source has become almost the de facto license for innovative new tools. Both the Python and R languages have developed robust ecosystems of open source tools and libraries that help data scientists of any skill level more easily perform analytical work. The distinction between machine learning and data analysis is a bit fluid, but the main idea is that machine learning prioritizes predictive accuracy over model interpretability, while data analysis emphasizes interpretability and statistical inference. Python, being more concerned with predictive accuracy, has developed a positive reputation in machine learning. R, as a language for statistical inference, has made its name in data analysis...

The Blockchain Interview with Jason Goldwater

Mr HIStalk | HIStalk | April 3, 2017

There are three, initially, that it has the potential to solve. First is access to data. The way that systems have been set up in hospitals or large integrated physician networks is that the data will either reside in a centralized server or now the trend is to reside it in a cloud. That’s fine and that certainly has been effective, but you’re talking about a large consolidation of data in a centralized location. Blockchain is very different because it is what is known as distributed ledger technology...

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