Final Project
Final Project
Inference and simulation
Homework assignment
Readings
Inference and simulation
Homework assignment
Readings
Inference and simulation
Homework assignment
Readings
Slides
Data distributions
Homework assignment
Readings
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
Data reshaping
Homework assignment
Module exercises
Readings
Videos
Slides
Data transformation
Homework assignment
Module exercises
Readings
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
Data transformation
Homework assignment
Module exercises
Readings
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
Data visualization
Homework assignment
Module exercises
Readings
Videos
Data visualization - 03 - Describing visualizations
Data visualization - 04 - Data visualization with ggplot2
Slides
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
Readings
Videos
Data visualization - 01 - Data visualization as communication
Data visualization - 02 - Examining numerical data
Slides
Reproducible toolbox
Module exercises
Videos
01 - Reproducible toolbox - Reproducibility in science
02 - Reproducible toolbox - Reproducible research toolkit
Slides
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