Engineering

A Marriage of Data Models: Atigeo Enhances Its Hybrid Analytics

Imagine data science could help an enterprise business predict the demand for products internally and at various suppliers, and then use this information to determine the right times to purchase specific products from specific suppliers. You can stop fantasizing because this technology exists; for five years, a company named ClearSight Systems—now retired—used science like this to help businesses minimize costs, better allocate supplies, and avoid penalties for unsatisfied demands.


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Semantic Language Understanding With a Side of Machine Learning

Here is how all of this relates to the topic Claudiu and I will be speaking on: “Semantic Natural Language Understanding with Spark, UIMA, and Machine-Learned Ontologies.” The complexity of ICD-10 and the growing numbers of patient visits puts a strain on the medical coding process. And that strain is growing worse each year. So Atigeo created xPatterns CLP, our advanced natural language processing system, to help address this problem.


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Programming XFrames by Shapes

XFrames can be thought of as rectangles, with a given number of rows and columns. We know the shape of our input dataset, and hopefully we can figure out the shape of our output also. How do we get from one to the other? It can be bewildering for a beginner, or even an experienced user, because there are so many different xFrames methods. Which ones should we use?


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Data science the old-school Unix way pt. 2

While the examples I give in these two entries are pretty simplistic, I do hope that they have given you some idea of the number of things you can do fast and efficiently in very few lines of code using simple unix utilities and awk.


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XFrames Data Wrangling

...He had been doing this by hand in Excel, but now the dataset had over a million rows, and had been split into many pieces to transfer. It was late in the day, and he needed it converted before close of business. I suggested we try XFrames. This is the program we whipped up in 5 minutes.


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Linsey Keitges

The people here at Atigeo are among the very best! I love being surrounded by such intelligent and hardworking people.


Linsey Keitges
Director of Human Resources

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