# Materials

• Class Notes

## Week 16

Final Project

• Class Notes

## Week 15

Final Project

• Class Notes

## Week 14

Inference and simulation

Homework assignment

• Class Notes

## Week 13

Inference and simulation

Homework assignment

• Class Notes

## Week 12

Inference and simulation

Homework assignment

Slides

• Class Notes

## Week 11

Data distributions

Homework assignment

Videos

(Due: Nov-11)

Data distributions - 01 - Quantifying data distributions

Data distributions - 02 - Quantifying data distributions in R

Data distributions - 03 - Probability mass functions

Data distributions - 04 - Cumulative distribution functions

Slides

• Class Notes

## Week 9

Data reshaping

Homework assignment

Module exercises

Videos

• To be posted…

Slides

• Class Notes

## Week 8

Data transformation

Homework assignment

Module exercises

Videos

(Due: Oct-21)

Starter files for lecture demos

Below is the download link that you should click to get a copy of the starter files you’ll need to have when following along with the lecture demos.

Data transformation - 09 - The mutate function

Data transformation - 10 - The group_by and summarize functions

Data transformation - 11 - Other helpful dplyr verbs

Slides

• Class Notes

## Week 6

Data transformation

Homework assignment

Module exercises

Videos

Starter files for lecture demos

Below is the download link that you should click to get a copy of the starter files you’ll need to have when following along with the lecture demos.

Data transformation - 01 - What is data wrangling?

Data transformation - 02 - The presidential dataset

Data transformation - 03 - The select function

Data transformation - 04 - The pipe operator

Data transformation - 05 - The arrange function

Data transformation - 06 - The slice function

Data transformation - 07 - Boolean logic

Data transformation - 08 - The filter function

Slides

• Class Notes

## Week 5

Data visualization

Homework assignment

Module exercises

Videos

Data visualization - 03 - Describing visualizations

Data visualization - 04 - Data visualization with ggplot2

Slides

• Class Notes

## Week 4

Data visualization

Mini-assignments

First-time RStudio Server setup

Important! Follow all the directions in the repository linked below before starting work on the two mini-assignments.

Module exercises

Videos

Data visualization - 01 - Data visualization as communication

Data visualization - 02 - Examining numerical data

Slides

• Class Notes

## Week 3

Reproducible toolbox

Module exercises

Videos

01 - Reproducible toolbox - Reproducibility in science

02 - Reproducible toolbox - Reproducible research toolkit

Slides

• Class Notes

## Weeks 1 and 2

What are the computational and data sciences?

Videos

01 - What are the computational and data sciences - Prologue

02 - What are the computational and data sciences - Science

03 - What are the computational and data sciences - Data Overview

04 - What are the computational and data sciences - Data Sampling

05 - What are the computational and data sciences - Computation

Slides