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rstudio::conf(2022)

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7:30am EDT

Breakfast 5. Maryland Academic / Research - Birds of a Feather Maryland 1, 2, & 3 Birds of a Feather - Variegated Groups 5. Maryland

9:00am EDT

Good practices for applied machine learning - from model development to model deployment 0. Potomac A+B

11:00am EDT

R Package Assessment: Lessons from Pharma 3. Cherry Blossom Translating from {tidymodels} and scikit-learn: Lessons from a 'bilingual' course. 4. National Harbor 10+11 The R integration in Power BI: Why R developers should be Interested 1. Potomac C censored - Survival Analysis in tidymodels 2. Potomac D

11:20am EDT

Dive Deep into Metadata with Tplyr 3. Cherry Blossom Mobile, Low-Bandwidth and Low-Tech. The Story of Chi-Square Mobile. 4. National Harbor 10+11 R, Python, and Tableau: A Love Triangle 1. Potomac C tidyclust - expanding tidymodels to clustering 2. Potomac D

11:40am EDT

Packages and Process 3. Cherry Blossom Designing a Socially-Critical Data Science Course 4. National Harbor 10+11 Building a client portal app for a mortgage management group with embedded Power BI reports 1. Potomac C Demystifying MLOps 2. Potomac D

12:00pm EDT

Lunch 5. Maryland Birds of a Feather Lunch - Variegated Groups 5. Maryland Business Operations - Birds of a Feather Maryland 4, 5, & 6 Pharma / Life Sciences - Birds of a Feather Maryland 1, 2, & 3

1:30pm EDT

How Anchorage Built Alaska’s Vaccine Finder with R 3. Cherry Blossom Making Data Pipelines in R: A Story From A “Self-Taught” Perspective 4. National Harbor 10+11 Do It For Yourself: Creating a data input platform using R 1. Potomac C Remote Content Execution with RStudio Connect and Kubernetes 2. Potomac D

1:50pm EDT

Scaling and automating R workflows with Kubernetes and Airflow 3. Cherry Blossom Garbage Data, And What To Do About Them 4. National Harbor 10+11 Oddly Satisfying - Find delight in the mundane 1. Potomac C Data science in your customers hands on a budget and a deadline: Publishing Customer Facing Products with RStudio Connect 2. Potomac D

2:10pm EDT

An Integrated Workflow: Microsoft Azure DevOps, RStudio Workbench, RStudio Connect 3. Cherry Blossom Project Immortality: Using GitHub To Make Your Work Live Forever 4. National Harbor 10+11 Advocating for Automation: Adapting Current Tools in Environmental Science through R 1. Potomac C R Shiny - From Conception to the Cloud 2. Potomac D

2:30pm EDT

Optimal allocation of COVID-19 vaccines in west Africa - A Shiny success story 3. Cherry Blossom R Markdown + RStudio Connect + R Shiny: A Recipe for Automated Data Processing, Error Logging, and Process Monitoring 4. National Harbor 10+11 Saving 1,000 hours with RStudio: selling R in your workplace 1. Potomac C Robust R Deployments: Building a Pipeline from RStudio to Production 2. Potomac D

3:20pm EDT

What they forgot to teach you about starting a business with R 3. Cherry Blossom Exploring Query Optimization: How a few lines of code can save hours of time 4. National Harbor 10+11 Quarto for the Curious 1. Potomac C Dissecting the quick fix: Analysing tech-solutionist solutions 2. Potomac D

3:40pm EDT

What they forgot to teach you about becoming an open source contributor 3. Cherry Blossom dm: Analyze, build and deploy relational data models 4. National Harbor 10+11 Sometimes you just need words 1. Potomac C Introducing workboots: Generate prediction intervals from tidymodel workflows 2. Potomac D

4:00pm EDT

What they forgot to teach you about industry transitions from academia (WTF AITA) 3. Cherry Blossom dbcooper: Turn any database into an R or Python package 4. National Harbor 10+11 Highlights of the knitr package from the past two years 1. Potomac C The tidysynthesis R package 2. Potomac D

4:30pm EDT

The Past and Future of Shiny 0. Potomac A+B

5:30pm EDT

Birds of a Feather Happy Hour - Healthcare Maryland 4, 5, & 6 Birds of a Feather Happy Hour - Industry Groups Chesapeake Birds of a Feather Happy Hour - Pharma / Life Sciences Maryland 1, 2, & 3 Spanish Speakers / LATAM - Birds of a Feather Happy Hour Chesapeake 9

6:00pm EDT

Evening Dinner & Activities 7. Orchard Terrace