Why the brand new title, RStudio AI Weblog? There’s a easy motive. The
earlier title, “TensorFlow for R Weblog”, was a very good match for the content material
we lined up to now: technical or utilized features of performing deep
studying with TensorFlow and Keras. But, our group (the Multiverse Staff) shouldn’t be
working solely in these areas; as a substitute, enabling distributed computing from
R (sparklyr), integrating automated
machine studying workflows (mlflow), and
optimizing information ingestion (pins) are
substantial features 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 properly. Moreover, relating to the
hitherto dominant matter on this weblog, deep studying, we would additionally wish to
mirror about it in a much less technical means, 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 properly – nonetheless, the science in information science brings up connotations of ritual and
theoretic ambitions which we’d reasonably keep away from. As an alternative, AI gave the impression 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 data about inference,
optimization, computation, and information processing the best way 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 steering from the social sciences
and the humanities.
By the best way, as of this writing, the Multiverse Staff consists of Daniel
Falbel, Sigrid
Keydana, Yitao
Li, and Javier
Luraschi.
You’ll find us on Twitter beneath the
#mlverse
tag, or move by our new mlverse
channel on
YouTube. Thanks in your assist!
Reuse
Textual content and figures are licensed beneath Inventive Commons Attribution CC BY 4.0. The figures which were reused from different sources do not fall beneath this license and will be acknowledged by a word of their caption: “Determine from …”.
Quotation
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,
creator = {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/},
12 months = {2020}
}
