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Cascadia R Conf
เข้าร่วมเมื่อ 2 มิ.ย. 2021
Cascadia R Conference is an R conference serving the Pacific Northwest (OR/WA/BC). This event is a place to come together around R and get together with like-minded people across the region.
This conference first started in 2017 with the strong support of R-Ladies Portland and has since expanded across the region. We are excited to return to an in-person event this year and hope to see you there!
This conference first started in 2017 with the strong support of R-Ladies Portland and has since expanded across the region. We are excited to return to an in-person event this year and hope to see you there!
Matthew Bayly: CEMPRA: Building an R package, R Shiny application, and Quarto book for CEA in BC
Matthew Bayly
CEMPRA: Building an R package, R Shiny application, and Quarto book for Cumulative Effect Assessments in BC
Cascadia R Conf 2024
Regular talk, 1:40-1:55
This presentation will showcase the development of the CEMPRA (Cumulative Effect Model for the Prioritization of Recovery Actions) tool and its use in British Columbia. CEMPRA was developed as an R package and R Shiny application for different end users. This talk will demonstrate core principles of software engineering within the R universe. We will show how we can take very large and complex applications and break them down into small and simple components with modules, decouple core functionality within an R package and web components in a Shiny application, and leverage tools and techniques to simplify application development. Finally, we will demonstrate how to use Quarto websites and e-books to document our projects and run workshops and tutorial series.
Pronouns: he/him
Whistler, British Columbia
Building R packages, R Shiny applications, APIs, and web systems with a background in aquatic science and web development & trying to help others along the way :)
CEMPRA: Building an R package, R Shiny application, and Quarto book for Cumulative Effect Assessments in BC
Cascadia R Conf 2024
Regular talk, 1:40-1:55
This presentation will showcase the development of the CEMPRA (Cumulative Effect Model for the Prioritization of Recovery Actions) tool and its use in British Columbia. CEMPRA was developed as an R package and R Shiny application for different end users. This talk will demonstrate core principles of software engineering within the R universe. We will show how we can take very large and complex applications and break them down into small and simple components with modules, decouple core functionality within an R package and web components in a Shiny application, and leverage tools and techniques to simplify application development. Finally, we will demonstrate how to use Quarto websites and e-books to document our projects and run workshops and tutorial series.
Pronouns: he/him
Whistler, British Columbia
Building R packages, R Shiny applications, APIs, and web systems with a background in aquatic science and web development & trying to help others along the way :)
มุมมอง: 86
วีดีโอ
Emily Kraschel: R Workflows in Azure Machine Learning for Athletic Data Analysis
มุมมอง 372 หลายเดือนก่อน
Emily Kraschel R Workflows in Azure Machine Learning for Athletic Data Analysis Cascadia R Conf 2024 Regular talk, 10:10-10:25 The fast-paced needs of the University of Oregon Athletics Department contrast with the slow work often required for rigorous data science. Through this project, we have developed a framework with the goal of making the ‘slow work’ a bit faster. Through using R integrat...
Lydia Gibson: Learning Together at the Data Science Learning Community
มุมมอง 422 หลายเดือนก่อน
Lydia Gibson Learning Together at the Data Science Learning Community Cascadia R Conf 2024 Regular talk, 3:15-3:30 Whether we are seeking our first job as a data professional or continuing a journey years in the making, we must all constantly learn new data programming skills to keep up with a rapidly changing world. Bootcamps and courses are often expensive, and it can be difficult to maintain...
Jacqueline Nolis: Docker for R users: run your code in the cloud
มุมมอง 292 หลายเดือนก่อน
Jacqueline Nolis Docker for R users: run your code in the cloud Cascadia R Conf 2024 Regular talk, 3:30-3:45 Pronouns: she/her Seattle, WA Dr. Jacqueline Nolis is a data science leader with over 15 years of experience in managing data science teams and projects at companies ranging from DSW to Airbnb. Jacqueline has a PhD in Industrial Engineering and coauthored the book Build a Career in Data ...
Bryan Shalloway: Prediction Intervals in Tidymodels
มุมมอง 492 หลายเดือนก่อน
Bryan Shalloway Prediction Intervals in Tidymodels Cascadia R Conf 2024 Lighting Talk, 1:25-1:30 In the evolving landscape of statistical modeling and machine learning, the tidymodels framework has emerged as a powerful suite of packages that streamline the predictive modeling process in R and that fit nicely within the greater tidyverse. While predictions get more attention, in many contexts y...
Ken Vu: Drawing a Christmas card with the ggplot2 package
มุมมอง 462 หลายเดือนก่อน
Ken Vu Drawing a Christmas card with the ggplot2 package Cascadia R Conf 2024 Regular talk, 11:40-11:55 When the elves aren't around to help with the holiday festivities, Santa can always count on R programmers to do the job! After getting my Master's Degree in Statistics last year, I was slowly losing my knowledge of R, which I obtained from my graduate education. Since I enjoyed programming i...
David Keyes: How to Make a Thousand Plots Look Good: Data Viz Tips for Parameterized Reporting
มุมมอง 472 หลายเดือนก่อน
David Keyes How to Make a Thousand Plots Look Good: Data Viz Tips for Parameterized Reporting Cascadia R Conf 2024 Regular talk, 11:10-11:25 Data visualization is complicated enough when you are making one plot. Now imagine you're making multiple plots in multiple reports. How can you design your data viz so that it will be legible, attractive, and compelling? This is a challenge that we often ...
Randi Bolt: Code to Content
มุมมอง 142 หลายเดือนก่อน
Randi Bolt Code to Content Cascadia R Conf 2024 Lighting Talk, 1:35-1:40 In my presentation ‘Code to Content,’ I will explore the transformative journey of honing technical skills through blogging. I will discuss the motivations behind starting a blog, detail the Quarto-based blogging process, offer essential advice, and provide a curated selection of resources to help get one started with thei...
Russell Shean: Just double click on this to automatically to setup an R environment
มุมมอง 602 หลายเดือนก่อน
Russell Shean Just double click on this to automatically to setup an R environment: How to use batch scripts to make it easier for colleagues to start using your R projects Cascadia R Conf 2024 Regular talk, 3:45-4:00 Presenting Author: Russell Shean Co-authors: Roxanne Beauclair and Zeyno Nixon Background: The Visualization Section within the Center for Data Science at the Washington Departmen...
Lovekumar Patel: Empowering Decisions: Advanced Portfolio Analysis and Management through Shiny
มุมมอง 212 หลายเดือนก่อน
Lovekumar Patel Empowering Decisions: Advanced Portfolio Analysis and Management through Shiny Cascadia R Conf 2024 Lighting Talk, 1:40-1:45 In this talk, I present a pioneering system for portfolio analysis and management, crafted using the power of Shiny and the versatility of the Plumber API. Our objective was to disrupt the status quo by offering immediate, actionable insights through a hig...
Cameron Ashton: Building R Packages to Deliver Generalized Functions
มุมมอง 202 หลายเดือนก่อน
Cameron Ashton Building R Packages to Deliver Generalized Functions: An Example from Small Number Suppression for Epidemiological Dashboarding Lighting Talk, 1:45-1:50 “Background: The Data Visualization Section within the Center for Data Science at the Washington Department of Health produces several public disease surveillance dashboards. In these products, we perform small number suppression...
Mohsen Soltanifar: GenTwoArmsTrialSize: An R Statistical Software Package to estimate [Sample Size]
มุมมอง 252 หลายเดือนก่อน
Mohsen Soltanifar GenTwoArmsTrialSize: An R Statistical Software Package to estimate Generalized Two Arms Clinical Trial Sample Size Lighting Talk, 1:50-1:55 The precise calculation of sample sizes is a crucial aspect in the design of two-arms clinical trials, particularly for pharmaceutical statisticians. While various R statistical software packages have been developed by researchers to estim...
Justin Sherrill: Cartographic Tricks & Techniques in R
มุมมอง 902 หลายเดือนก่อน
Justin Sherrill Cartographic Tricks & Techniques in R Cascadia R Conf 2024 Regular talk, 11:25-11:40 Over the past few years, the R-spatial community has leveraged the flexibility and popularity of R to create some truly powerful spatial analytics and cartographic packages. This presentation intends to provide a general overview of the packages, functions, and best practices for mapping in R. E...
Nikhita Damaraju: R-tificial intelligence: A guide to using R for ML
มุมมอง 372 หลายเดือนก่อน
R-tificial intelligence: A guide to using R for ML Cascadia R Conf 2024 Regular talk, 9:55-10:10 If you've ever been told that “R is not for ML” or found the transition from data processing to ML algorithms cumbersome, this session is for you. The discussion begins by acknowledging the statistical foundations of R users in academia, often rooted in statistics classes. However, I will discuss th...
Erica Bishop: Don’t repeat yourself: Templatize your R Shiny Apps with Modules
มุมมอง 462 หลายเดือนก่อน
Erica Bishop Don’t repeat yourself: Templatize your R Shiny Apps with Modules Cascadia R Conf 2024 Regular talk, 1:10-1:25 A central philosophy of coding in R is if you find yourself repeating code, it’s time to write a function. The same goes for R Shiny development-if you find yourself repeating code it’s time to modularize. But what about when you find yourself repeating features and functio...
Deepsha Menghani: Why is everybody talking about Generative AI?
มุมมอง 372 หลายเดือนก่อน
Deepsha Menghani: Why is everybody talking about Generative AI?
Joe Roberts: Taking CRAN to the Next Level with Posit Public Package Manager
มุมมอง 332 หลายเดือนก่อน
Joe Roberts: Taking CRAN to the Next Level with Posit Public Package Manager
Dror Berel: High-level, module-based R/Shiny apps with ‘Teal’ framework
มุมมอง 1232 หลายเดือนก่อน
Dror Berel: High-level, module-based R/Shiny apps with ‘Teal’ framework
David Keyes - How to Convince Your Teammates to Learn R
มุมมอง 109ปีที่แล้ว
David Keyes - How to Convince Your Teammates to Learn R
Deepsha Menghani - Learning to create Shiny modules by turning an existing app modular
มุมมอง 626ปีที่แล้ว
Deepsha Menghani - Learning to create Shiny modules by turning an existing app modular
Colleen O’Briant - Teaching Programming with Tidyverse Koans: A Journey of Successes and Failures
มุมมอง 60ปีที่แล้ว
Colleen O’Briant - Teaching Programming with Tidyverse Koans: A Journey of Successes and Failures
Ted Laderas - A gRadual introduction to web APIs and JSON
มุมมอง 220ปีที่แล้ว
Ted Laderas - A gRadual introduction to web APIs and JSON
Mark Niemann Ross - Use R to control a Raspberry Pi
มุมมอง 73ปีที่แล้ว
Mark Niemann Ross - Use R to control a Raspberry Pi
Ed Borasky - Eikosany: Microtonal Algorithmic Composition with R
มุมมอง 47ปีที่แล้ว
Ed Borasky - Eikosany: Microtonal Algorithmic Composition with R
Jessica Minnier, Ted Laderas - Retrospective of Cascadia R Keynote
มุมมอง 29ปีที่แล้ว
Jessica Minnier, Ted Laderas - Retrospective of Cascadia R Keynote
Jadey Ryan - Using Shiny to optimize the climate benefits of a statewide agricultural grant program
มุมมอง 121ปีที่แล้ว
Jadey Ryan - Using Shiny to optimize the climate benefits of a statewide agricultural grant program
Lovedeep Gondara - Using R Shiny for cancer surveillance, lessons from the trenches
มุมมอง 53ปีที่แล้ว
Lovedeep Gondara - Using R Shiny for cancer surveillance, lessons from the trenches
Justin Sherrill - Transit Access Analysis in R
มุมมอง 110ปีที่แล้ว
Justin Sherrill - Transit Access Analysis in R
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Can’t believe this incredible content has been on TH-cam for over 12 days and I’m only the fourth person to watch this. That’s wild. Anyway, thanks a lot Simon!!
Oh my! This is the best explanation for modules in Shiny! Amazing.
merci Deepsha for such interesting take on the subject , however what extra elements one should add if am interested in letting the end-user of the app have access to live data , let say latest youtube comments or latest google reviews on a product or a service , how one can go about inserting such aspect in to the app while still being modular and secured app ? I have tried myself "serpapi" to get Google reviews as it is organic in nature but unfortunately they don't offer R-written components, only in python plus other languages , your input is highly appreciated
Well the limitations made this useless for 90% of the people who were interested 😂
I learned sooo much from this. Thank you 😁
Is this package can help to monetize shiny app ?
Amazing !
b14pw vyn.fyi