RStudio AI Weblog: Introducing: The RStudio AI Weblog

Why the brand new title, RStudio AI Weblog? There’s a simple motive. The earlier title, “TensorFlow for R Weblog”, was a superb match for the content material we coated up to now: technical or utilized facets of performing deep studying with TensorFlow and Keras. But, our group (the Multiverse Workforce) will not be working completely in these areas; as a substitute, enabling distributed computing from R (sparklyr), integrating automated machine studying workflows (mlflow), and optimizing knowledge ingestion (pins) are substantial facets 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 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 title, however why “AI”? Perhaps “knowledge science” would work as nicely – nevertheless, the science in knowledge science brings up connotations of ritual and theoretic ambitions which we might slightly keep away from. As a substitute, AI seemed to be a extra rigorous definition, understood as outlined in an article by Michael Jordan. Jordan envisions AI as a brand new engineering self-discipline that builds on current 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 objective of this new self-discipline is to incorporate steering 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’ll find us on Twitter underneath the #mlverse tag, or move by our new mlverse channel on YouTube. Thanks in your help!

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For attribution, please cite this work as

Workforce (2020, March 30). RStudio 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 = {RStudio AI Weblog: Introducing: The RStudio AI Weblog},
  url = {https://blogs.rstudio.com/tensorflow/posts/2020-04-01-rstudio-ai-blog/},
  12 months = {2020}
}