Intro. to Comp. and Data Sciences course materials

awesome-cds-101

A curated list of references and resources for CDS-101

cds101-course-materials

Course materials for CDS 101: Introduction to Computational and Data Sciences, offered at George Mason University

final-project-simulations

As part of your final project, you will submit a comparative discussion of two simulations.

homework-2-titanic

For your second homework assignment, you will explore a dataset about the passengers on the Titanic, the British passenger liner that crashed into an iceberg during its maiden voyage and sank early in the morning on April 16, 1912.

homework-4-pregnancy-lengths-inference

For your fourth homework assignment, you will use statistical inference to answer a question about the National Survey of Family Growth, Cycle 6 dataset published by the National Center for Health Statistics.

homework-instructions

Source files to generate the instructions for the CDS 101 homework assignments.

intro-cds

Supplemental textbook for the CDS 101 course at George Mason University.

lab-report-reproducible-research-rmd-gh

This lab serves as a general introduction to the major tools and platforms that we will be using throughout the semester, which are R, RStudio, and Git/Github.

lecture-slides

R Markdown source files for the lecture slides used in each module of CDS 101, a course offered at George Mason University.

summer-2018-lecture-slides

R Markdown source files for the CDS 101 slides used during the summer 2018 semester at George Mason University.

mason-cds-intro-comput-sci/homework-2-titanic

For your second homework assignment, you will explore a dataset about the passengers on the Titanic, the British passenger liner that crashed into an iceberg during its maiden voyage and sank early in the morning on April 16, 1912.

mason-cds-intro-comput-sci/homework-4-pregnancy-lengths-inference

For your fourth homework assignment, you will use statistical inference to answer a question about the National Survey of Family Growth, Cycle 6 dataset published by the National Center for Health Statistics.

mason-cds-intro-comput-sci/intro-cds

Supplemental textbook for the CDS 101 course at George Mason University.

mason-cds-intro-comput-sci/awesome-cds-101

A curated list of references and resources for CDS-101

mason-cds-intro-comput-sci/cds101-course-materials

Course materials for CDS 101: Introduction to Computational and Data Sciences, offered at George Mason University

mason-cds-intro-comput-sci/datasets

Datasets used in CDS-101: Introduction to Computational and Data Sciences at George Mason University

mason-cds-intro-comput-sci/final-project-simulations

As part of your final project, you will submit a comparative discussion of two simulations.

mason-cds-intro-comput-sci/homework-3-web-scraping

For your third homework assignment, you will use the SelectorGadget Chrome extension and the rvest package to scrape data from the official Mason Patriots sports website.

mason-cds-intro-comput-sci/homework-instructions

Source files to generate the instructions for the CDS 101 homework assignments.

mason-cds-intro-comput-sci/lab-report-reproducible-research-rmd-gh

This lab serves as a general introduction to the major tools and platforms that we will be using throughout the semester, which are R, RStudio, and Git/Github.

mason-cds-intro-comput-sci/lecture-slides

R Markdown source files for the lecture slides used in each module of CDS 101, a course offered at George Mason University.

mason-cds-intro-comput-sci/midterm-project-exploratory-data-analysis

For the midterm, you will conduct an exploratory data analysis of the U.S. Department of Education’s College Scorecard dataset in teams.

mason-cds-intro-comput-sci/summer-2018-lecture-slides

R Markdown source files for the CDS 101 slides used during the summer 2018 semester at George Mason University.

mason-cds-intro-comput-sci/configure-rstudio-server

A set of helper functions to help you configure RStudio Server for use in CDS 101.

mason-cds-intro-comput-sci/final-project-r-notes

As part of the final project, you and your classmates will put together an annotated list of R functions.

mason-cds-intro-comput-sci/homework-1-rail-trail

Your first major assignment is a set of exercises based around a single dataset called rail_trail, which will provide you with practice in creating visualizations using R and ggplot2.

mason-cds-intro-comput-sci/homework-5-modeling-nyc-condo-prices

For your fifth homework assignment, you will be guided through the process of building a regression model that predicts the market value of condominiums in New York City using a dataset published by the New York City Department of Finance.

mason-cds-intro-comput-sci/interactive-tutorials

mason-cds-intro-comput-sci/syllabus-templates