Descripción
| Sumario: | "Presented by John Peach, Sr Data Scientist at Amazon Alexa. Science is facing a crisis around reproducibility and data science is not immune. Literate Statistical Programming is a workflow that binds the code used in an analysis to the interpretation of the results. While this creates reproducibility it also addresses issues around, auditing, re-usability and allows for rapid iteration and experimentation. This talk will describe a workflow that I have successfully used on small-scale data-sets in start-ups and on Amazon-scale problems in my work on Alexa. The talk will cover the tooling, workflow, and the philosophy you need to master Literate Statistical Programming."--Resource description page.
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| Notas: | Title from resource description page (Safari, viewed November 2, 2020). |
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| Descripción Física: | 1 online resource (1 streaming video file (28 min., 42 sec.)) : digital, sound, color |
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