33:30

Tidy Tuesday in Thirty

14:39

Multivariate plot examples in R

07:10

Univariate categorical data

11:02

Univariate plotting and summarizing with a quantitative variable

16:58

Building an R Markdown website

12:36

SDSS Talk: Using data from my backyard garden to teach Introduction to Data Science

49:36

Using Git and GitHub in R

34:17

Tidy Tuesday in Thirty (2021-01-12)

36:31

Tidy Tuesday in Thirty (2021-01-05)

31:39

Tidy Tuesday in Thirty (2020-12-15)

56:57

Building a website using R {distill}

33:46

Tidy Tuesday in Thirty (2020-12-08)

31:57

Tidy Tuesday in Thirty (2020-12-1)

36:16

Tidy Tuesday in Thirty (2020-11-24)

04:27

Using R projects with GitHub

39:47

Tidy Tuesday in Thirty (2020-11-10)

32:09

Tidy Tuesday in Thirty (2020-11-03)

07:26

Using the Import Wizard in R Studio

42:34

Creating your first shiny app in R

24:29

Creating animated plots in R with gganimate

22:09

Mapping in R with leaflet demo

13:50

Mapping in R with leaflet

14:41

Mapping choropleths in R with geom_map()

11:31

Plotting data on maps in R using ggmap

20:20

Using git and GitHub in R Studio

07:05

Working with strings in R

12:59

Working with factors in R using forcats

21:05

Joining data with dplyr verbs in R

14:54

Pivoting demo

13:53

More with ggplot()

34:00

Demonstration of dplyr functions

11:19

Intro to dplyr library

05:30

Tour of Lisa's "Jungle Garden"

03:51

Common ggplot() mistakes

32:13

ggplot2 demo

08:27

Intro to ggplot()

04:39

R Studio Tour

04:27

Setting up for Success in Introductory Data Science

27:06

R Markdown Introduction

01:31

Check version of R and R Studio

06:29

Decision Trees

08:07

MARS: Multivariate Adaptive Regression Splines

08:27

Model Selection: Lasso

06:38

Bias-Variance Tradeoff

10:03

Linear Model Evaluation: K-Fold CV

07:40

Linear Model Evaluation: Model Performance

17:07

Linear Model Evaluation: Model Assumptions

08:00

Review of STAT 155 and Intro to the Machine Learning Process

07:00

Creating a folder and basic R Studio setup