├── 01_Berend_ITS_Empirical_Bayes.pdf ├── 01_Farah_spatial_point_pattern.pdf ├── 01_Wang_mortality_rates.pdf ├── 01_analytic-culture-starter-kit-allstate-sharing.pdf ├── 02_Berkowitz_build_a_package.pdf ├── 02_Burns_Recursive_Package_Dependencies.pdf ├── 02_Thomas_Hawn_Assessment_Analyzer_R.pdf ├── 02_Tran_Writing_R_package_for_a_niche_EDA.pdf ├── 02_patrick-miller-r-docker.pdf ├── 04_Jorge_Argueta_web_scraping_sentiment_analysis_clustering.pdf ├── 04_Mangold_Connecting_teams_and_systems_with_R.pdf ├── 04_Van_Tine_psychometrics.pdf ├── 04_Webbink_MisadventuresBiodiversityData.pdf └── README.md /01_Berend_ITS_Empirical_Bayes.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/01_Berend_ITS_Empirical_Bayes.pdf -------------------------------------------------------------------------------- /01_Farah_spatial_point_pattern.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/01_Farah_spatial_point_pattern.pdf -------------------------------------------------------------------------------- /01_Wang_mortality_rates.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/01_Wang_mortality_rates.pdf -------------------------------------------------------------------------------- /01_analytic-culture-starter-kit-allstate-sharing.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/01_analytic-culture-starter-kit-allstate-sharing.pdf -------------------------------------------------------------------------------- /02_Berkowitz_build_a_package.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/02_Berkowitz_build_a_package.pdf -------------------------------------------------------------------------------- /02_Burns_Recursive_Package_Dependencies.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/02_Burns_Recursive_Package_Dependencies.pdf -------------------------------------------------------------------------------- /02_Thomas_Hawn_Assessment_Analyzer_R.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/02_Thomas_Hawn_Assessment_Analyzer_R.pdf -------------------------------------------------------------------------------- /02_Tran_Writing_R_package_for_a_niche_EDA.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/02_Tran_Writing_R_package_for_a_niche_EDA.pdf -------------------------------------------------------------------------------- /02_patrick-miller-r-docker.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/02_patrick-miller-r-docker.pdf -------------------------------------------------------------------------------- /04_Jorge_Argueta_web_scraping_sentiment_analysis_clustering.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/04_Jorge_Argueta_web_scraping_sentiment_analysis_clustering.pdf -------------------------------------------------------------------------------- /04_Mangold_Connecting_teams_and_systems_with_R.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/04_Mangold_Connecting_teams_and_systems_with_R.pdf -------------------------------------------------------------------------------- /04_Van_Tine_psychometrics.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/04_Van_Tine_psychometrics.pdf -------------------------------------------------------------------------------- /04_Webbink_MisadventuresBiodiversityData.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/satRdays/chicago2019-slides/3c83d3fcd434dbec1517e14aa3f0c424fe492921/04_Webbink_MisadventuresBiodiversityData.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # chicago2019-slides 2 | Speaker slides and materials for SatRday Chicago 2019. You can find the schedule of the day on [our website](https://chicago2019.satrdays.org). 3 | 4 | Find our livestreamed talks on the SatRdays [YouTube](https://www.youtube.com/watch?v=quFhQvizBE8) (around half of all talks, includes keynotes)! 5 | 6 | ## Materials for talks 7 | 8 | More materials will be posted as they are available. Submit a pull request with your materials if you so wish! 9 | 10 | ### Keynotes 11 | - Stephanie Kirmer: [What Data Science Can Learn From Sociology](https://github.com/skirmer/satRdays_chicago_2019) 12 | - JD Long: [Models, Mistakes, and Mayhem](https://docs.google.com/presentation/d/1ywSgScfiCVuNPJo-7hzd4assvvUXIbbN6Dq_QC8cK0Q/edit) 13 | 14 | ### Session 1: Academic/Civic Appplications 15 | - Chase Clark: [Bioinformatics in R, The Quick and Easy...and the Not So Quick and Easy](https://github.com/chasemc/presentations/tree/master/Chicago_SatRDays) 16 | - Bryan Berend: [Applying Empirial Bayesian Techniques to Illinois Traffic Stop Data](01_Berend_ITS_Empirical_Bayes.pdf) 17 | - [Irene Farah](https://github.com/ifarah): [Spatial Point Pattern Analysis of Retail Businesses](https://github.com/satRdays/chicago2019-slides/blob/master/01_Farah_spatial_point_pattern.pdf) 18 | 19 | ### Session 1: Industry Applications *(recorded)* 20 | - Peter Cooman: [Correcting Bias in Customer Acquisition Models](https://docs.google.com/presentation/d/1CoRP7F4rMGd5j7D56_kvQdZYyG0MUueV-_sKRCbuT8c) 21 | - Adam Austin: [An Analytic Culture Starter Kit](01_analytic-culture-starter-kit-allstate-sharing.pdf) 22 | - Annie Wang: [A 5-minute tour of mortality rates](01_Wang_mortality_rates.pdf) 23 | - Brett Kobold: [Creating Fuller Maps With R: Filling in the Missing Values](https://docs.google.com/presentation/d/1sgU6zZbgo3XNFuEAmfKexbsXOvJ_WM1HQl8wORBindI/) 24 | 25 | ### Session 2: Reproducibility and Workflow Enhancement 26 | - Brian Burns: [Recursive Package Dependencies: Unraveling a Tangled Web](02_Burns_Recursive_Package_Dependencies.pdf) 27 | - Patrick Miller: [No More "Works for Me": Why, When, and How to Use Docker with R](02_patrick-miller-r-docker.pdf) 28 | - Adam Lyon: [Making C++ Run Better with R](https://github.com/lyon-fnal/analyzeGPerfTools/blob/master/Lyon_making_cpp_better_sm.pdf) 29 | 30 | ### Session 2: Building Data Tools (Lightning Talk Round!) *(recorded)* 31 | - David Thomas and Aaron Hawn: [Shiny Apps for Non-R Users](https://github.com/satRdays/chicago2019-slides/blob/master/02_Thomas_Hawn_Assessment_Analyzer_R.pdf) 32 | - Jane Berkowitz: [If you can write code, you can build a package!](02_Berkowitz_build_a_package.pdf) 33 | - Anh Tran: [Writing a (very niche) R package for reproducible data analysis from a public dataset](https://github.com/satRdays/chicago2019-slides/blob/master/02_Tran_Writing_R_package_for_a_niche_EDA.pdf) 34 | - Ray Buhr: [Microservices in R](https://raybuhr.github.io/talks/microservices-in-r-lt/microservices-in-r-lt.html) 35 | - James Lamb: [People Shape Software](https://github.com/jameslamb/talks/tree/master/people-shape-software) 36 | - Jay Qi: [Level Up Your Package's Roxygen Documentation](https://github.com/jayqi/satRday-roxygen-talk) 37 | 38 | ### Session 3: Statistical Methods 39 | - Bill Seliger: [LP, IP, and MIP Optimization in R](https://github.com/BillSeliger/SatRdayOptimization) 40 | - Sushmita V Gopalan: [Machine Learning with Class Imbalance](https://github.com/sushmitavgopalan16/talks/blob/master/satRdays%20(2).pptx) 41 | - Justin M. Shea: [Try BLIS: A Framework for Rapidly Instantiating BLAS Functionality ](https://github.com/JustinMShea/Try-BLIS) 42 | 43 | ### Session 3: Community Building *(recorded)* 44 | - James Lamb: [You Can Do Open Source!](https://github.com/jameslamb/talks/tree/master/you-can-do-open-source) 45 | - Angela Li: [Teaching Reproducible Spatial Analysis in R](https://docs.google.com/presentation/d/14HtS-1c3A0GBIVvfrYkOrARwlJIqo2rkOAb2Du81eTw/edit) 46 | 47 | ### Session 4: Infrastructure 48 | - Alexandra Mangold: [Connecting teams and systems with R](04_Mangold_Connecting_teams_and_systems_with_R.pdf) 49 | - Parfait Gasana: [Leveraging Relational Databases in R](https://raw.githack.com/ParfaitG/WORKSHOPS/master/SatRday/Leverage_Databases_in_R.html) 50 | - Kelly O'Briant: [Championing Analytic Infrastructure: An R User's Journey Into Linux](https://speakerdeck.com/kellobri/championing-analytic-infrastructure) 51 | 52 | ### Session 4: Data Wrangling, Visualization, and Applications (Lightning Talk Round!) *(recorded)* 53 | - Will Bonnell: [Visualizing Uncertainty in R](https://willdebras.github.io/sartrday2019/) 54 | - TJ Mahr: [bayesplot: Diagnostic Plots for Bayes Models](https://www.tjmahr.com/bayesplot-satrdays-2019) 55 | - Jorge Argueta: [Web Scraping, Sentiment Analysis, and Clustering](04_Jorge_Argueta_web_scraping_sentiment_analysis_clustering.pdf) 56 | - Kristen Van Tine: [Psychometrics with the Psych Package](04_Van_Tine_psychometrics.pdf) 57 | - Kate Webbink: [Misadventures in Biodiversity Data](04_Webbink_MisadventuresBiodiversityData.pdf) 58 | --------------------------------------------------------------------------------