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Posit AI Weblog: Introducing: The RStudio AI Weblog

Why the brand new title, RStudio AI Weblog? There’s a simple cause. Theearlier title, “TensorFlow for R Weblog”, was an excellent match for the content materialwe coated to this point: technical or utilized elements of performing deepstudying with TensorFlow and Keras. But, our group (the Multiverse Staff) isn’tworking solely in these areas; as an alternative, enabling distributed computing fromR (sparklyr), integrating automatedmachine studying workflows (mlflow), andoptimizing knowledge ingestion (pins) aresubstantial elements of what we do. We want to have a platform we will useto let you know about our work in these areas as effectively. Moreover, relating to thehitherto dominant subject on this weblog, deep studying, we would additionally wish tomirror about it in a much less technical manner, focussing on impacts onsociety, ethics, and even “simply” epistemic questions.

Consequently, we would have liked a brand new title, however why “AI”? Possibly “knowledge science” would workas effectively – nevertheless, the science in knowledge science brings up connotations of ritual andtheoretic ambitions which we’d reasonably keep away from. As an alternative, AI seemed to be a extra rigorousdefinition, understood as outlined in an article by MichaelJordan. Jordan envisions AI as anew engineering self-discipline that builds on current information about inference,optimization, computation, and knowledge processing the way in which that chemical engineeringand civil engineering constructed upon chemistry and physics, respectively.Supplementing these constructing blocks (from arithmetic, statistics, pcscience), the purpose of this new self-discipline is to incorporate steerage from the social sciencesand the humanities.

By the way in which, as of this writing, the Multiverse Staff consists of DanielFalbel, SigridKeydana, YitaoLi, and JavierLuraschi.Yow will discover us on Twitter beneath the#mlversetag, or cross by our new mlversechannel onYouTube. Thanks on your assist!

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For attribution, please cite this work as 

Staff (2020, March 30). Posit 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 = {Staff, The Multiverse},
  title = {Posit AI Weblog: Introducing: The RStudio AI Weblog},
  url = {https://blogs.rstudio.com/tensorflow/posts/2020-04-01-rstudio-ai-blog/},
  yr = {2020}
}