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Welcome to the R Programming Course!
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Installing R and R Studio (MAC & Windows)
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Exercise - Get Excited!
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Welcome to this section. This is what you will learn!
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Types of variables
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Using Variables
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Logical Variables and Operators
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The "While" Loop
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Using the console
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The "For" Loop
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The "If" statement
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Section Recap
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HOMEWORK: Law of Large Numbers
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Welcome to this section. This is what you will learn!
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What is a Vector?
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Let's create some vectors
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Using the [] brackets
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Vectorized operations
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The power of vectorized operations
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Functions in R
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Packages in R
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Section Recap
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HOMEWORK: Financial Statement Analysis
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Welcome to this section. This is what you will learn!
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Matrices
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Naming Dimensions
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Colnames() and Rownames()
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Matrix Operations
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Visualizing With Matplot()
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Subsetting
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Visualizing Subsets
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Section Recap
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Welcome to this section. This is what you will learn!
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Project Brief: Demographic Analysis
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Importing data into R
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Using the \$ sign
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Basic operations with a Data Frame
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Filtering a Data Frame
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Introduction to qplot
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Visualizing With Qplot: Part I
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Building Dataframes
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Merging Data Frames
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Visualizing With Qplot: Part II
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Section Recap
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HOMEWORK: World Trends
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Welcome to this section. This is what you will learn!
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Project Brief: Movie Ratings
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Grammar Of Graphics - GGPlot2
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What is a Factor?
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Aesthetics
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Plotting With Layers
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Overriding Aesthetics
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Mapping vs Setting
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Histograms and Density Charts
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Starting Layer Tips
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Statistical Transformations
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Using Facets
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Coordinates
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Section Recap
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HOMEWORK: Movie Domestic % Gross
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Homework Solution Section 2: Law Of Large Numbers
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Homework Solution Section 3: Financial Statement Analysis
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Homework Solution Section 4: Basketball Free Throws
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Homework Solution Section 5: World Trends
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Homework Solution Section 6: Movie Domestic % Gross (Part 1)
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Homework Solution Section 6: Movie Domestic % Gross (Part 2)
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THANK YOU bonus video
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BoxPlots