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@mason-cds-intro-comput-sci Intro. to Comp. and Data Sciences course materials

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    19 repositories

    • syllabus-templates

      Public
      0•0•0•0•Updated Aug 21, 2024Aug 21, 2024

    • intro-cds

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      Supplemental textbook for the CDS 101 course at George Mason University.
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      •3•1•0•0•Updated Aug 17, 2022Aug 17, 2022

    • interactive-tutorials

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      1•0•0•0•Updated Feb 7, 2022Feb 7, 2022

    • lecture-slides

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      R Markdown source files for the lecture slides used in each module of CDS 101, a course offered at George Mason University.
      data-sciencerr-markdowncomputational-sciencegeorge-mason-universitylecture-slidescds-101
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      Creative Commons Attribution Share Alike 4.0 International
      •2•0•0•0•Updated Jan 24, 2022Jan 24, 2022

    • cds101-course-materials

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      Course materials for CDS 101: Introduction to Computational and Data Sciences, offered at George Mason University
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      Creative Commons Attribution Share Alike 4.0 International
      •0•0•0•0•Updated Jan 28, 2020Jan 28, 2020

    • datasets

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      Datasets used in CDS-101: Introduction to Computational and Data Sciences at George Mason University
      data-sciencecdsdatasetscomputational-sciencegeorge-mason-universitycds-101
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      Creative Commons Attribution Share Alike 4.0 International
      •2•0•0•0•Updated Jul 29, 2019Jul 29, 2019

    • configure-rstudio-server

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      A set of helper functions to help you configure RStudio Server for use in CDS 101.
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      GNU General Public License v3.0
      •0•0•0•0•Updated Jan 2, 2019Jan 2, 2019

    • homework-instructions

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      Source files to generate the instructions for the CDS 101 homework assignments.
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      Creative Commons Attribution Share Alike 4.0 International
      •0•0•0•0•Updated Jan 2, 2019Jan 2, 2019

    • homework-4-pregnancy-lengths-inference

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      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.
      Makefile
      •0•1•0•0•Updated Nov 13, 2018Nov 13, 2018

    • homework-2-titanic

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      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.
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      •0•1•0•0•Updated Oct 18, 2018Oct 18, 2018

    • homework-1-rail-trail

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      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.
      Makefile
      •0•0•0•0•Updated Sep 24, 2018Sep 24, 2018

    • lab-report-reproducible-research-rmd-gh

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      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.
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      •0•0•0•0•Updated Aug 24, 2018Aug 24, 2018

    • summer-2018-lecture-slides

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      R Markdown source files for the CDS 101 slides used during the summer 2018 semester at George Mason University.
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      Creative Commons Attribution Share Alike 4.0 International
      •2•0•0•0•Updated Aug 23, 2018Aug 23, 2018

    • final-project-simulations

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      As part of your final project, you will submit a comparative discussion of two simulations.
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      •0•0•0•0•Updated Aug 21, 2018Aug 21, 2018

    • midterm-project-exploratory-data-analysis

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      For the midterm, you will conduct an exploratory data analysis of the U.S. Department of Education’s College Scorecard dataset in teams.
      Makefile
      •0•0•0•0•Updated Aug 21, 2018Aug 21, 2018

    • final-project-r-notes

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      As part of the final project, you and your classmates will put together an annotated list of R functions.
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      •0•0•0•0•Updated Aug 21, 2018Aug 21, 2018

    • homework-5-modeling-nyc-condo-prices

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      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.
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      •1•0•0•0•Updated Aug 21, 2018Aug 21, 2018

    • homework-3-web-scraping

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      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.
      Makefile
      •0•0•0•0•Updated Aug 21, 2018Aug 21, 2018

    • awesome-cds-101

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      A curated list of references and resources for CDS-101
      data-scienceawesometeachingawesome-listgeorge-mason-universitycds-101
      Creative Commons Zero v1.0 Universal
      •0•0•0•0•Updated Jan 19, 2018Jan 19, 2018