Lectures

Strategies for dealing with large data

module 5
week 9
large data
programming
R

Introduction to basic strategies for dealing with large data in R
Dec 19, 2023
Stephanie Hicks

Scraping data from the web with rvest

module 4
week 8
html
rvest

Introduction to scrape (or harvest) data from web pages
Dec 14, 2023
Stephanie Hicks

Building dashboards with flexdashboard and shinydashboard

module 4
week 8
data viz
flexdashboard
shinydashboard
dashboard
interactive

Introduction to building dashboards in R with flexdashboard and shinydashboard
Dec 12, 2023
Stephanie Hicks

Relational databases and SQL basics

module 3
week 7
databases
SQL
large data
tidyverse
DBI
RSQLite
dplyr
dbplyr

Introduction to relational databases and SQL in R
Dec 7, 2023
Alyssa Columbus

Retrieving data from APIs with httr

module 3
week 7
JSON
APIs
httr

Introduction to JSON files and interacting with APIs with httr
Dec 5, 2023
Joe Sartini

Package development with pkgdown

module 3
week 6
packages
pkgdown

Building a website for R software packages
Nov 30, 2023
Boyi Guo

Reproducibile Workflows with targets

module 3
week 6
project management
targets

A Make-line pipeline tool for creating reproducible workflows in R
Nov 30, 2023
Boyi Guo

Functional Programming with purrr

module 3
week 6
functions
functional
programming
purrr

Introduction to tools to work with functions and vectors in R
Nov 28, 2023
Stephanie Hicks

Building R packages

module 2
week 5
R
programming
documentation
R package
functions

Introduction to building and documenting R packages
Nov 21, 2023
Stephanie Hicks

Object Oriented Programming

module 2
week 4
R
functions
programming

Introduction to S3, S4, or reference class with generics and methods
Nov 14, 2023
Joe Sartini

Version control (Part 2)

module 1
week 3
version control
git
GitHub

Introduction to version control with git and GitHub (part 2)
Nov 9, 2023
Stephanie Hicks

Version control (Part 1)

module 1
week 3
version control
git
GitHub

Introduction to version control with git and GitHub (part 1)
Nov 7, 2023
Stephanie Hicks

Advanced command-line tools

module 1
week 2
command-line

Doing more powerful things on the command-line
Nov 2, 2023
Stephanie Hicks

Introduction to the command-line

module 1
week 2
command-line

Introduction to the command-line for data analysis
Oct 31, 2023
Stephanie Hicks

A schematic representing the multi-language input (e.g. Python, R, Observable, Julia) and multi-format output (e.g. PDF, html, Word documents, and more) versatility of Quarto.

Authoring projects and websites with Quarto

module 1
week 1
websites
quarto

Hello Quarto! Or next-generation literate programming
Oct 26, 2023
Stephanie Hicks
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