Ari organized perhaps the most important first step in this reform effort: Seeing the lack of baseline data, he assembled a team of researchers and created and managed a data analysis exercise involving the detailed coding of hundreds of thousands of pieces of data.
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Among the technologies it accused Steve Jobs and his team of "borrowing" were wireless data, speech coding, security and encryption.
While coding may not ultimately distinguish data science from other fields, it can provide the universal currency for data science stakeholders.
Although the Order in Actos outlines the predictive coding protocol in detail, it does little to illuminate the complexity related to data sampling techniques that are the backbone of predictive coding technology.
The fundamental problem here is clear - it's to do with the way that Welsh LHBs collect and process data on their patients, called coding.
Data science can create value by getting tools such as R and Hadoop into common parlance, making coding something that subject matter experts desire to learn in order to communicate effectively with data scientist colleagues.
Do they understand the variability in data obtained by self reporting and internal coding?
Mobile has been fraught with issues of caching sensitive data, incomplete encryption and simple mistakes in coding.
This kind of data is very dependent on self reporting and the coding policy at the facility.
The process of contextualizing our curated content has a big data story all its own, told amongst advertising legends, coding sorcerers and the bravest of businessmen.
In the unstructured data world, especially text, the big trend is predictive coding or predictive analytics that identify high-risk communications, flag them for followup and use machine learning to train a data set.
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