Why the brand new identify, RStudio AI Weblog? There’s a simple purpose. The
earlier title, “TensorFlow for R Weblog”, was a great match for the content material
we lined to date: technical or utilized facets of performing deep
studying with TensorFlow and Keras. But, our staff (the Multiverse Group) is just not
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 facets 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 need to
mirror 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 identify, 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 might 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 information about inference,
optimization, computation, and information 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 Group consists of Daniel
Falbel, Sigrid
Keydana, Yitao
Li, and Javier
Luraschi.
You’ll find us on Twitter underneath the
#mlverse
tag, or cross by our new mlverse
channel on
YouTube. Thanks on your help!
Reuse
Textual content and figures are licensed underneath Inventive Commons Attribution CC BY 4.0. The figures which were reused from different sources do not fall underneath this license and might be acknowledged by a observe of their caption: “Determine from …”.
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,
creator = {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}
}
