Why the brand new identify, RStudio AI Weblog? There’s a simple purpose. The
earlier title, “TensorFlow for R Weblog”, was match for the content material
we lined to this point: technical or utilized features of performing deep
studying with TensorFlow and Keras. But, our staff (the Multiverse Workforce) 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 features of what we do. We wish to have a platform we will use
to let you know about our work in these areas as effectively. Moreover, concerning the
hitherto dominant subject 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 would have liked a brand new identify, however why “AI”? Possibly “knowledge science” would work
as effectively – nevertheless, the science in knowledge science brings up connotations of ritual and
theoretic ambitions which we might quite 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 current 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 aim 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 Workforce consists of Daniel
Falbel, Sigrid
Keydana, Yitao
Li, and Javier
Luraschi.
You could find us on Twitter underneath the
#mlverse
tag, or move by our new mlverse
channel on
YouTube. Thanks to your assist!
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Quotation
For attribution, please cite this work as
Workforce (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 = {Workforce, 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}
}