Why the brand new title, RStudio AI Weblog? There’s a easy cause. The
earlier title, “TensorFlow for R Weblog”, was an excellent match for the content material
we lined to this point: technical or utilized elements of performing deep
studying with TensorFlow and Keras. But, our crew (the Multiverse Crew) 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 elements of what we do. We want to have a platform we are able to use
to let you know about our work in these areas as nicely. Moreover, relating to the
hitherto dominant matter on this weblog, deep studying, we would additionally wish to
replicate about it in a much less technical means, focussing on impacts on
society, ethics, and even “simply” epistemic questions.

Consequently, we would have liked a brand new title, however why “AI”? Possibly “knowledge science” would work
as nicely – nonetheless, the science in knowledge science brings up connotations of ritual and
theoretic ambitions which we might reasonably 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 data 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, laptop
science), the purpose of this new self-discipline is to incorporate steerage 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.
You’ll find us on Twitter below the
#mlverse
tag, or go by our new mlverse
channel on
YouTube. Thanks in your help!

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Quotation

For attribution, please cite this work as

Crew (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,
  creator = {Crew, 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}
}