maps-of-content - Em Royce & Company

# Maps of Content ---- ## Areas ### Biostatistics > [!todo]- Umich Biostat 501 Biostatistics > - [[biostats-part-1-study-design-types-of-data|Biostats Part 1: Study Design and Types of Data]] > - [[biostats-part-2-visual-and-numerical-summaries|Biostats Part 2: Visuals and Numerical Summaries]] > - [[biostats-part-3-sampling-concepts|Biostats Part 3: Sampling Concepts]] > - [[biostats-part-4-normal-distribution-central-limit-theorem-confidence-intervals|Biostats Part 4: Normal Distribution, Central Limit Theorem, Confidence Intervals]] > - [[biostats-part-5-hypothesis-testing|Biostats Part 5: Hypothesis Testing]] > - [[biostats-part-6-hypothesis-testing-for-continuous-outcomes|Biostats Part 6: Hypothesis Testing for Continuous Outcomes]] > - [[biostats-part-7-hypothesis-testing-for-categorical-outcomes|Biostats Part 7: Hypothesis Testing for Categorical Outcome]] > - [[biostats-part-8-correlation-and-linear-regression|Biostats Part 8: Correlation and Linear Regression]] > [!todo]- ICL — Statistical Analysis with R for Public Health > Imperial College London — Statistical Analysis with R for Public Health Specialization > > - [[life-tables|Understanding Life Tables]] > > - [[survival-analysis|Survival Analysis]] > ### Data Science > [!todo]- HarvardX PH125.6x — Data Science: Wrangling > > Specification: [[harvardx-data-science-professional-certificate|HarvardX Data Sciecne Professional Certificate]] > > HarvardX PH125.6x — Data Science: Wrangling > - Data Import > - Tidy Data > - String Processing > - Dates, Times, and Text Mining > > [!todo]- SAS Programming 1 — Essentials > > [[sas-programming-1-essentials|SAS Programming 1 — Essentials]] > > Lesson 1: Essentials > > - [[sas-programming-interfaces|SAS Programming Interfaces]] > - [[sas-syntax-structure|SAS Programming Syntax and Structure]] > > Lesson 2: Accessing Data > - [[understanding-sas-data|Understanding SAS Data]] > - [[sas-libraries|SAS Libraries]] > - [[sas-data-import|SAS Data Import]] > [!todo]- Umich HMP 669 — Data Management and Visualization — new > > [[hmp669|Umich HMP 669 Data Management and Visualization]] > > Implementation of Databases > > - [[ms-access-for-database-implementation|Microsoft Access for Database Implementation]] > - [[erd-and-relational-schema|ERD and Relational Schema]] > - [[recursive-relationship|Recursive Relationship]] > - [[sql-query-basics|SQL Query Basics]] > - [[prac-small-college-db|Practice SQL questions - Small College Database]] > > SQL > > - [[sql-combining-multiple-clauses|SQL—Combining Multiple Clauses]] > - [[sql-subqueries|SQL—Subqueries]] > - [[sale-co-db|Sale Co Database Practice Exercise]] > - [[family-tree-db|SQL Practice — Family Tree Database]] > > Data Visualization Using R > > - [[r-objects|Understanding R Objects]] > - [[r-mardown-knitting|R Markdown and Knitting]] > - [[reading-writing-data-r|Reading and Writing Data in R]] > - [[creating-mutating-variables-r|Creating and Mutating Variables in R]] > - [[univariate-descriptive-statistics-r|Univariate Descriptive Statistics in R]] > - [[bivariate-statistics-r|Data Exploration: Ordering, Filtering & Bivariate Analysis]] > - [[data-manipulation-dplyr|Data Manipulation with dplyr: The Five Essential Verbs]] > - [[r-plotting-ggplot2|R Plotting with ggplot2]] > - [[plot-types-ggplot2-r|Plot types with ggplot2 in R]] > > Data Visualization Using MS Excel > > - [[excel-vs-r|Excel vs R for Healthcare Data Visualization]] > - [[excel-analysis-manipulation|Excel Data Analysis and Manipulation]] > - [[excel-data-viz|Excel Data Visualization]] > > [!todo]- R and SAS — need to re-organize > #git #github #rstudio > > - [[setting-up-your-data-analysis-environment-r-studio-git|Setting Up Your Data Analysis Environment (R, RStudio, Git)]] > - [[git-github-and-rstudio-integration|Git, GitHub, and RStudio Integration: Version Control for Data Science]] > > #r-programming #rstudio > > - [[r-basics-part-1-functions-data-types|R Basics Part 1: Functions, Data Types]] > - [[r-basics-part-2-vectors, sorting|R Basics Part 2: Vectors, Sorting]] > - [[r-basics-part-3-data-wrangling-plots|R Basics Part 3: Data Wrangling, Plots]] > - [[r-basics-part-4-programming-basics|R Basics Part 4: Programming Basics]] > > #r-markdown #knitr > > - [[reproducible-reporting-with-r-markdown-and-knitr|Reproducible Reporting with R Markdown and knitr]] > > #sas-programming > > - [[sas-basics-part-1-structure-syntax|SAS Basics Part 1: Structure and Syntax]] > - [[sas-basics-part-2-accessing-data|SAS Basics Part 2: Accessing Data]] > > #unix > > - [[unix-for-data-science|Unix for Data Science: Command-Line Essentials]] > - [[advanced-unix-command-line-essentials|Advanced Unix: Command Line Essentials]] ### Implementation Science > [!todo]- Umich HMP 650 — Dissemination & Implementation Science In PH > Umich HMP 650 — Dissemination & Implementation Science In PH > > - [[diffusion-of-innovations-theory|Diffusion of Innovation]] > - [[implementation-science|Understanding Implementation Science]] > - [[implementation-and-evidence|Implementation and Evidence]] > - [[implementation-science-theories-models-frameworks|Implementation Science: Understanding Theories, Models, and Frameworks]] > - [[implementation-strategies|Implementation Strategies: Making Change Happen in Healthcare]] > - [[implementation-strategies-specification|Specifying Implementation Strategies]] --- ## Insights - [[speaking-and-presenting|Good with Words: Speaking and Presenting – Patrick Barry]] - [[principles-of-good-design|Principles of Good Design – Dieter Rams]] - [[so-good-they-cant-ignore-you|So Good They Can't Ignore You – Cal Newport]] ----- > [!tip]- The Paper Gallery > [[sketches.excalidraw.svg|The Paper Gallery]] > Sketches in Motion—a living storyboard, a screenplay of thoughts, a gallery of unfinished sketches—where memory, curiosity, and sense-making unfolds > [!example]- The Screenplay > [[the-screenplay.excalidraw.svg|The Screenplay]] > Scenes. Speeches. Lines that lingers. > —these are words I remember, scenes I replay. > [!danger]- The Soundstage > [[the-soundstage.excalidraw.svg|The Soundstage]] > —a living mixtape of scenes, songs, and rhythms that stir something true > ---- > [!info]- misc — need to organize > - [[unix-for-data-science.excalidraw.svg|Unix for Data Science]] > - [[how-to-guide.excalidraw.svg|How-to Guide]] > - [[implementation-science-sketch-notes.excalidraw.svg|Implementation Science]] > - [[implementation-science-tools.excalidraw.svg|Implemenation Science Tools]] > - [[implementation-strategies-specification.excalidraw.svg|Specifiying Implemenation Science]] > - [[reproducible-reporting-with-r-markdown-and-knitr.excalidraw.svg|Reproducible Report: R-Markdown and Knitr]] > - [[speaking-and-presenting.excalidraw.svg|Good with Words: Speaking and Presenting]] > - [[how-to-guide]]