RStudio AI Weblog: Introducing: The RStudio AI Weblog

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Why the brand new title, RStudio AI Weblog? There’s a easy purpose. The earlier title, “TensorFlow for R Weblog”, was an excellent match for the content material we coated to this point: technical or utilized facets of performing deep studying with TensorFlow and Keras. But, our group (the Multiverse Crew) shouldn’t be working completely in these areas; as an alternative, enabling distributed computing from R (sparklyr), integrating automated machine studying workflows (mlflow), and optimizing information ingestion (pins) are substantial facets of what we do. We want to have a platform we will use to let you know about our work in these areas as effectively. Moreover, concerning the hitherto dominant matter on this weblog, deep studying, we’d additionally need to mirror about it in a much less technical manner, focussing on impacts on society, ethics, and even “simply” epistemic questions.

Consequently, we wanted a brand new title, however why “AI”? Perhaps “information science” would work as effectively – nevertheless, the science in information science brings up connotations of ritual and theoretic ambitions which we’d relatively keep away from. As an alternative, AI seemed to be a extra rigorous definition, understood as outlined in an article by Michael Jordan. Jordan envisions AI as a brand new engineering self-discipline that builds on current information about inference, optimization, computation, and information processing the way in which that chemical engineering and civil engineering constructed upon chemistry and physics, respectively. Supplementing these constructing blocks (from arithmetic, statistics, pc science), the aim of this new self-discipline is to incorporate steering from the social sciences and the humanities.

By the way in which, as of this writing, the Multiverse Crew consists of Daniel Falbel, Sigrid Keydana, Yitao Li, and Javier Luraschi. Yow will discover us on Twitter below the #mlverse tag, or go by our new mlverse channel on YouTube. Thanks in your assist!

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Textual content and figures are licensed below Inventive Commons Attribution CC BY 4.0. The figures which have been reused from different sources do not fall below this license and could be acknowledged by a observe of their caption: “Determine from …”.

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For attribution, please cite this work as

Crew (2020, March 30). RStudio AI Weblog: Introducing: The RStudio AI Weblog. Retrieved from https://blogs.rstudio.com/tensorflow/posts/2020-04-01-rstudio-ai-blog/

BibTeX quotation

@misc{team2020rstudioaiblog,
  writer = {Crew, The Multiverse},
  title = {RStudio AI Weblog: Introducing: The RStudio AI Weblog},
  url = {https://blogs.rstudio.com/tensorflow/posts/2020-04-01-rstudio-ai-blog/},
  12 months = {2020}
}



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