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 lined to this point: technical or utilized points of performing deep
studying with TensorFlow and Keras. But, our crew (the Multiverse Workforce) shouldn’t be
working solely in these areas; as an alternative, enabling distributed computing from
R (sparklyr), integrating automated
machine studying workflows (mlflow), and
optimizing information ingestion (pins) are
substantial points of what we do. We want to have a platform we will use
to let you know about our work in these areas as nicely. Moreover, concerning the
hitherto dominant matter on this weblog, deep studying, we would 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 wanted a brand new identify, however why “AI”? Perhaps “information science” would work
as nicely – nevertheless, the science in information science brings up connotations of ritual and
theoretic ambitions which we might relatively 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 best way that chemical engineering
and civil engineering constructed upon chemistry and physics, respectively.
Supplementing these constructing blocks (from arithmetic, statistics, pc
science), the objective of this new self-discipline is to incorporate steerage from the social sciences
and the humanities.
By the best way, as of this writing, the Multiverse Workforce consists of Daniel
Falbel, Sigrid
Keydana, Yitao
Li, and Javier
Luraschi.
Yow will discover us on Twitter beneath the
#mlverse
tag, or cross 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 have been reused from different sources do not fall beneath this license and might be acknowledged by a notice of their caption: “Determine from …”.
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,
writer = {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/},
yr = {2020}
}
