Artificial Intelligence

Posit AI Weblog: Introducing: The RStudio AI Weblog

21 January 2024
Bourahima



Why the brand new identify, RStudio AI Weblog? There’s a simple cause. The
earlier title, “TensorFlow for R Weblog”, was a great match for the content material
we coated up to now: technical or utilized points of performing deep
studying with TensorFlow and Keras. But, our group (the Multiverse Group) just isn’t
working solely in these areas; as an alternative, enabling distributed computing from
R (sparklyr), integrating automated
machine studying workflows (mlflow), and
optimizing knowledge ingestion (pins) are
substantial points of what we do. We wish to have a platform we are able to use
to let you know about our work in these areas as properly. Moreover, relating to the
hitherto dominant matter on this weblog, deep studying, we’d additionally wish to
mirror about it in a much less technical method, focussing on impacts on
society, ethics, and even “simply” epistemic questions.

Consequently, we would have liked a brand new identify, however why “AI”? Perhaps “knowledge science” would work
as properly – nonetheless, the science in knowledge science brings up connotations of ritual and
theoretic ambitions which we’d moderately 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
new engineering self-discipline that builds on present information about inference,
optimization, computation, and knowledge 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 purpose 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 Group consists of Daniel
Falbel, Sigrid
Keydana, Yitao
Li, and Javier
Luraschi.
You’ll find us on Twitter below the
#mlverse
tag, or go by our new mlverse
channel on
YouTube. Thanks to your help!

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Quotation

For attribution, please cite this work as

Group (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 = {Group, The Multiverse},
  title = {Posit AI Weblog: Introducing: The RStudio AI Weblog},
  url = {https://blogs.rstudio.com/tensorflow/posts/2020-04-01-rstudio-ai-blog/},
  12 months = {2020}
}