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    Course Syllabus

    Part I. Project 1: Weighted Dice

    1 The Very Basics

    The R User Interface
    Objects
    Functions
    Sample with Replacement
    Writing Your Own Functions
    The Function Constructor
    Arguments
    Scripts
    Summary

    2 Packages and Help Pages

    Packages
    installpackages
    library
    Getting Help with Help Pages
    Parts of a Help Page
    Getting More Help
    Summary

    Project Wrap-up

    Part II Project :2 Playing Cards

    3 R Objects

    Atomic Vectors
    Doubles
    Integers
    Characters
    Logicals
    Complex and Raw
    Attributes
    Names
    Dim
    Matrices
    Arrays
    Class
    Dates and Times
    Factors
    Coercion
    Lists
    Data Frames
    Loading Data
    Saving Data
    Summary

    4 R Notation

    Selecting Values
    Positive Integers
    Negative Integers
    Zero
    Blank Spaces
    Logical Values
    Names
    Deal a Card
    Shuffle the Deck
    Dollar Signs and Double Brackets
    Summary

    5 Modifying Values

    Changing Values in Place
    Logical Subsetting
    Logical Tests
    Boolean Operators
    Missing Information
    narm
    isna
    Summary

    6 Environments

    Environments
    Working with Environments
    The Active Environment
    Scoping Rules
    Assignment
    Evaluation
    Closures
    Summary
    Project Wrap-up

    Part III Project :3 Slot Machine

    7 Programs

    Strategy
    Sequential Steps
    Parallel Cases
    if Statements
    else Statements
    Lookup Tables
    Code Comments
    Summary

    8 S

    The S System
    Attributes
    Generic Functions
    Methods
    Method Dispatch
    Classes
    S3 and Debugging
    S4 and R5
    Summary

    9 Loops

    Expected Values
    expandgrid
    for Loops
    while Loops
    repeat Loops
    Summary

    10 Speed

    Vectorized Code
    How to Write Vectorized Code
    How to Write Fast for Loops in R
    Vectorized Code in Practice
    Loops Versus Vectorized Code
    Summary
    Project 3 Wrap-up
    A Installing R and RStudio
    B R Packages
    C Updating R and Its Packages
    D Loading and Saving Data in R
    E Debugging R Code

    Certificate Code

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