Introduction – Where Did R come from - BFI School

Introduction – Where Did R come from - BFI School

R for Data Analysis Introduction - Where Did R come from

R for Data Analysis

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Introduction

Introduction - Where Did R come from

Video - 0:52 mins

Where Did R come from I

Video - 2:00 mins

Where Did R come from II

Video - 1:18 mins

Installing Base R and Rstudio

DOWNLOAD COURSE ATTENDANT FILE !

Video - 0:52 mins

Installing R Studio

Video - 2:26 mins

The Four Studio Windows

Video - 7:25 mins

Libraries and Packages

Video - 3:40 mins

The Basics

Video - 0:26 mins

Video - 2:18 mins

Attributes in R

Video - 0:44 mins

Managing Workspace, Importing, and Saving

Introduction - Importing, Managing, and Saving Data

Video - 1:38 mins

Workplace Management Functions

Video - 5:41 mins

Creating Project Files in R

Video - 2:47 mins

Importing .csv and Libraries

Video - 6:03 mins

Vector Manipulation

Introduction - Vector Manipulation

Video - 1:02 mins

Vector Manipulation I

Video - 6:22 mins

Vector Manipulation II

Video - 5:14 mins

Vector Manipulation III

Video - 6:30 mins

Vector Manipulation IV

Video - 3:27 mins

Vector Functions

Introduction - Vector Functions

Video - 0:36 mins

Vector Functions I

Video - 5:16 mins

Vector Functions II

Video - 7:06 mins

Vector Functions III

Video - 6:05 mins

Vector Functions IV

Video - 00:00:00 mins

Indexing with Vectors []

Indexing with Vector I

Video - 5:55 mins

Indexing with Vector II

Video - 8:36 mins

Indexing with Vector III

Video - 8:44 mins

Indexing with Vector IV

Video - 5:58 mins

Indexing with Vector V

Video - 7:44 mins

Indexing with Vector VI

Video - 9:12 mins

Matrices and DataFrame

What are Matrices and DataFrame?

Video - 3:35 mins

Creating Matrices and DataFrame

Video - 3:35 mins

Working with DataFrame in R

Video - 7:26 mins

DataFrame Column Names

Video - 6:26 mins

Slicing with Subset()

Video - 7:29 mins

Slicing DataFrames

Video - 7:27 mins

Video - 4:38 mins

Advanced DataFrame Manipulation and Dplyr

Video - 0:41 mins

Order(); Sorting Data

Video - 6:26 mins

Merge(); Combining Data

Video - 5:03 mins

Aggregate(); Group Data

Video - 5:51 mins

Video - 6:52 mins

Filter() and Arrange()

Video - 5:40 mins

Rename() and Mutate()

Video - 5:55 mins

Video - 8:22 mins

Group By() and Summarize()

Video - 7:40 mins

Plotting

Video - 0:33 mins

Video - 4:41 mins

Scatter Plot - plot()

Video - 8:35 mins

Histogram - hist()

Video - 5:35 mins

Combining Histogram - hist()

Video - 5:32 mins

Bar Plot - barplot()

Video - 7:18 mins

Clustered Bar Plot - barplot()

Video - 6:48 mins

Low-level Plotting

Video - 6:07 mins

Grid() and Text()

Video - 9:21 mins

Saving the Plots

Video - 4:22 mins

Grammar of Graphics – GGPlot

Video - 0:38 mins

Grammar of Graphics (ggPlot2)

Video - 6:55 mins

Bar and Column with ggPlot2

Video - 8:44 mins

Bringing Dplyr to Charts

Video - 9:33 mins

Box Plot and Scatter Plot

Video - 8:47 mins

Facets and Themes

Video - 7:52 mins

Video - 10:22 mins

Dates and Times

Introduction - Dates and Time

Video - 1:04 mins

Creating Dates and Time

Video - 00:00:00 mins

Creating Dates and Time II

Video - 8:52 mins

Creating Dates and Time III

Video - 10:08 mins

Working with Date and Dplyr

Video - 8:16 mins

Plotting Date with Dplyr

Video - 7:49 mins

Arithemetic Operation with Date or Time

Video - 10:35 mins

Control Structure

Introduction - Control Structure

Video - 0:45 mins

Video - 8:19 mins

Video - 7:39 mins

Writing For-Loops

Video - 8:24 mins

Control Structure - Solution

Video - 4:05 mins

Video - 7:36 mins

Functions

Video - 0:37 mins

Introduction to Functions

Video - 6:04 mins

Calling a Function in R

Video - 7:26 mins

Putting in all Together

Video - 10:02 mins

Apply Family of Functions

Video - 9:45 mins

Video - 7:51 mins

Lapply() - Exemplified

Video - 7:04 mins

Video - 2:32 mins

CAPSTONE PROJECT

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