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R Shiny Masterclass: Building, Styling, and Scaling Shiny Applications || Posit || Appsilon 3 года назад


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R Shiny Masterclass: Building, Styling, and Scaling Shiny Applications || Posit || Appsilon

This is an R Shiny Masterclass for all levels hosted by Appsilon (@appsilon) and Posit (RStudio) PBC (@rstudio). Appsilon is a global leader in Shiny and has developed many large-scale Shiny projects for Fortune 500 companies. The Masterclass was first held at rstudio::global in January 2021. The workshop covers the following topics: 0:00 Introduction 2:00 Who is Appsilon? 5:48 Theming Shiny & R Markdown (bslib and thematic) 29:00 Styling Shiny with CSS and SASS 53:00 Speeding Up Shiny Apps 1:11:00 Guide to Shiny Open Source 1:21:00 Best Practices for Developing Shiny Apps 1:43:00 Scaling Shiny to Thousands of Users 2:02:00 Shiny Innovation: shiny.fluent, shiny.react, and beyond 2:36:00 Appsilon is Hiring! 2:41:00 Q&A Presenters: Tom Mock (@thomas_mock) – Customer Success @ Posit & Creator of #TidyTuesday Shannon Hagerty (@sbhagerty) – Customer Success Representative @ Posit Pedro Silva (@sparktuga) – Software Engineer @ Appsilon & Grand Prize Winner of the 2020 Posit Shiny Contest Dominik Krzemiński (@dokatox) – Open Source Tech Lead @ Appsilon & People’s Choice Winner of the 2020 shiny.semantic Contest Olga Mierzwa-Sulima (@olga_mie) – Senior Data Scientist @ Appsilon Damian Rodziewicz (@D_Rodziewicz) – Co-Founder @ Appsilon Filip Stachura (@filipstachura) – CEO and Co-Founder @ Appsilon Marek Rogala (@marekrog) – CTO and Co-Founder @ Appsilon 2:00:40 Scaling Shiny Links Leverage frontend (Javascript, less CPU usage) • https://appsilon.com/how-to-scale-a-s... • https://book.javascript-for-r.com/ • https://appsilon.com/r-shiny-faster-u... • https://appsilon.com/super-solutions-... Extract computations (less CPU usage) • https://appsilon.com/shiny-worker-pac... • https://rstudio.github.io/promises/ar... • https://docs.rstudio.com/resources/pl... Use a database (less memory usage) • https://shiny.rstudio.com/articles/ov... Scale vertically / horizontally (tune one server or add more) • https://support.rstudio.com/hc/en-us/... • https://docs.rstudio.com/connect/1.7.... Appsilon is hiring! See all open positions here: https://appsilon.com/careers/

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