The Comprehensive Programming in R Course
WEBRip | English | MP4 | 1280 x 720 | AVC ~799 kbps | 30 fps
AAC | 64 Kbps | 44.1 KHz | 2 channels | 22:56:53 | 8.1 GB
Genre: eLearning Video / Business, Data Analysis
WEBRip | English | MP4 | 1280 x 720 | AVC ~799 kbps | 30 fps
AAC | 64 Kbps | 44.1 KHz | 2 channels | 22:56:53 | 8.1 GB
Genre: eLearning Video / Business, Data Analysis
The Comprehensive Programming in R Course is actually a combination of two R programming courses that together comprise a gentle, yet thorough introduction to the practice of general-purpose application development in the R environment. The original first course (Sections 1-8) consists of approximately 12 hours of video content and provides extensive example-based instruction on details for programming R data structures.The original second course (Sections 9-14), an additional 12 hours of video content, provides a comprehensive overview on the most important conceptual topics for writing efficient programs to execute in the unique R environment. Participants in this comprehensive course may already be skilled programmers (in other languages) or they may be complete novices to R programming or to programming in general, but their common objective is to write R applications for diverse domains and purposes. No statistical knowledge is necessary. These two courses, combined into one course here on Udemy, together comprise a thorough introduction to using the R environment and language for general-purpose application development.
The Comprehensive Programming in R Course (Sections 1-8) presents an detailed, in-depth overview of the R programming environment and of the nature and programming implications of basic R objects in the form of vectors, matrices, dataframes and lists. The Comprehensive Programming in R Course (Sections 9-14) then applies this understanding of these basic R object structures to instruct with respect to programming the structures; performing mathematical modeling and simulations; the specifics of object-oriented programming in R; input and output; string manipulation; and performance enhancement for computation speed and to optimize computer memory resources.
βββ 01 Introduction and Overview of R
β βββ 001 Introduction to Comprehensive R Programming Course.mp4
β βββ 002 Introduction and Getting Started.mp4
β βββ 003 Getting Started and First R Session.mp4
β βββ 004 First R Session part 2.mp4
β βββ 005 First R Session part 3.mp4
β βββ 006 Matrices, Lists and Dataframes.mp4
β βββ 007 Introduction to Functions.mp4
β βββ 008 Functions and Default Arguments.mp4
β βββ 009 More Examples of Functions part 1.mp4
β βββ 010 More Functions Examples part 2.mp4
β βββ 011 More Functions Examples part 3.mp4
β βββ 012 More Functions Examples part 4.mp4
β βββ 013 More Functions Examples part 5.mp4
β βββ 014 More Functions Examples part 6.mp4
βββ 02 What are Vector Data Structures in R
β βββ 001 Homemade t-test Exercise Solution.mp4
β βββ 002 Section 2 Exercise and Package Demonstrations.mp4
β βββ 003 Begin Discussion of Vectors.mp4
β βββ 004 More Examples of Vectors.mp4
β βββ 005 Common Vector Operations and More.mp4
β βββ 006 Findruns Example and Vectors Exercises.mp4
βββ 03 More Discussion of Vector Data Structures
β βββ 001 Vector-Based Programming Exercise Solution part 1.mp4
β βββ 002 Vector Exercise Solution part 2 and Begin General Vector Discussion.mp4
β βββ 003 Continue General Vector Discussion.mp4
β βββ 004 More General Vector Examples.mp4
β βββ 005 More on Vectors and Vector Equality.mp4
β βββ 006 Extended Vector Example and Exercise.mp4
βββ 04 Finish Vectors and Begin Matrices
β βββ 001 Finish Vector Discussion.mp4
β βββ 002 Vector-Maker Exercise Solutions.mp4
β βββ 003 Begin Discussion of Matrices and Arrays.mp4
β βββ 004 Filtering Matrices and More Examples.mp4
β βββ 005 Still More Matrices Examples.mp4
βββ 05 Finish Matrices and Begin Lists Discussion
β βββ 001 Min-Merge Vector Exercise Solutions.mp4
β βββ 002 Game of Craps Exercise Solution.mp4
β βββ 003 Naming Matrix Rows and Columns.mp4
β βββ 004 Lists General List Operations.mp4
β βββ 005 Processing Text with Lists.mp4
β βββ 006 Applying Functions to Lists.mp4
β βββ 007 Vector and Matrix Exercise.mp4
βββ 06 Continue Lists Discussion
β βββ 001 Review Programming Exercises.mp4
β βββ 002 Finish Programming Exercise Review and Begin Discussing Lists.mp4
β βββ 003 List Data Structures General Discussion part 2.mp4
β βββ 004 List Data Structures General Discussion part 3.mp4
β βββ 005 Lists Data Structures General Discussion part 4.mp4
βββ 07 Details About Dataframe Data Structures
β βββ 001 Dataframe-Maker Exercise.mp4
β βββ 002 List-Maker Exercise Begin General Dataframe Discussion.mp4
β βββ 003 Extracting Subdata Frames.mp4
β βββ 004 A Salary Survey Extended Example.mp4
β βββ 005 Merging Dataframes.mp4
β βββ 006 End Dataframes Discussion Matrix Exercise.mp4
βββ 08 More Matrix and List Examples
β βββ 001 Covariance Matrix Exercise Solution.mp4
β βββ 002 List Example Tree Growth part 1.mp4
β βββ 003 List Example Tree Growth part 2.mp4
β βββ 004 Factor Data Types.mp4
β βββ 005 Factors tapply and split Functions.mp4
β βββ 006 Factor Levels versus Values.mp4
β βββ 007 Pascals Triangle Exercise.mp4
βββ 09 Programming in R Environments
β βββ 001 Pascals Triangle Exercise Solution.mp4
β βββ 002 Begin Programming Structures.mp4
β βββ 003 Environment and Scope Issues.mp4
β βββ 004 Nesting Multiple Environments.mp4
β βββ 005 Referencing Variables in Other Frames.mp4
β βββ 006 Writing to Global Variables and Recursion.mp4
β βββ 007 Replacement and Anonymous Functions.mp4
β βββ 008 Sorting Programs Exercise.mp4
βββ 10 Performing Math and Simulations
β βββ 001 Sorting Programs Exercise Solution part 1.mp4
β βββ 002 Sorting Programs Exercise Solution part 2.mp4
β βββ 003 Calculating a Probability.mp4
β βββ 004 Linear Algebra Operations.mp4
β βββ 005 Set Operations and Simulation.mp4
β βββ 006 Combinatorial Simulations part 1.mp4
β βββ 007 Combinatorial Simulations part 2.mp4
β βββ 008 Winning at Roulette Exercise.mp4
βββ 11 Object Oriented Programming OOP and S3 and S4 Classes
β βββ 001 Winning at Roulette Exercise solution.mp4
β βββ 002 Introduction to OOP in R.mp4
β βββ 003 OOP Example lm Function.mp4
β βββ 004 Writing S3 Classes.mp4
β βββ 005 Using Inheritance.mp4
β βββ 006 Compressing Matrices Example part 1.mp4
β βββ 007 Compressing Matrices Example part 2.mp4
β βββ 008 Writing S3 Classes Exercise.mp4
β βββ 009 Writing S4 Classes.mp4
β βββ 010 Implementing S4 Generic Functions.mp4
β βββ 011 Writing S4 Classes Exercise.mp4
β βββ 012 Live S3 and S4 Class Development.mp4
β βββ 013 Continue S3 Class Development.mp4
β βββ 014 Developing a Corresponding S4 Class.mp4
βββ 12 Input and Output
β βββ 001 Writing S3 Classes Exercise Solution.mp4
β βββ 002 Writing S4 Classes Exercise Solution.mp4
β βββ 003 Using the scan Function for Input.mp4
β βββ 004 Using the readline, cat and print Functions.mp4
β βββ 005 Using readLines Function Text Data.mp4
β βββ 006 Example R Program powers.R.mp4
β βββ 007 Example R Program quad2b.R.mp4
β βββ 008 Reading and Writing Files part 1.mp4
β βββ 009 Reading and Writing Files part 2.mp4
βββ 13 String Processing and Manipulation
β βββ 001 Character and String Manipulation.mp4
β βββ 002 Displaying and Concatenating Strings part 1.mp4
β βββ 003 Displaying and Concatenating Strings part 2.mp4
β βββ 004 Manipulating Parts of a String.mp4
β βββ 005 Breaking Apart Character Values.mp4
β βββ 006 Regular Expressions slides.mp4
β βββ 007 Regular Expression Examples R scripts, part 1.mp4
β βββ 008 Regular Expression Examples R scripts, part 2.mp4
β βββ 009 The Regexpr and Gregexpr Functions part 1.mp4
β βββ 010 The Regexpr and Gregexpr Functions part 2.mp4
β βββ 011 Testing a Filename for a Suffix.mp4
β βββ 012 Forming Filenames Example.mp4
β βββ 013 Substitutions and Tagging.mp4
β βββ 014 Reverse String Exercise.mp4
βββ 14 Enhancing Program Execution Performance
βββ 002 Enhancing Performance.mp4
β βββ 001 Introduction to Comprehensive R Programming Course.mp4
β βββ 002 Introduction and Getting Started.mp4
β βββ 003 Getting Started and First R Session.mp4
β βββ 004 First R Session part 2.mp4
β βββ 005 First R Session part 3.mp4
β βββ 006 Matrices, Lists and Dataframes.mp4
β βββ 007 Introduction to Functions.mp4
β βββ 008 Functions and Default Arguments.mp4
β βββ 009 More Examples of Functions part 1.mp4
β βββ 010 More Functions Examples part 2.mp4
β βββ 011 More Functions Examples part 3.mp4
β βββ 012 More Functions Examples part 4.mp4
β βββ 013 More Functions Examples part 5.mp4
β βββ 014 More Functions Examples part 6.mp4
βββ 02 What are Vector Data Structures in R
β βββ 001 Homemade t-test Exercise Solution.mp4
β βββ 002 Section 2 Exercise and Package Demonstrations.mp4
β βββ 003 Begin Discussion of Vectors.mp4
β βββ 004 More Examples of Vectors.mp4
β βββ 005 Common Vector Operations and More.mp4
β βββ 006 Findruns Example and Vectors Exercises.mp4
βββ 03 More Discussion of Vector Data Structures
β βββ 001 Vector-Based Programming Exercise Solution part 1.mp4
β βββ 002 Vector Exercise Solution part 2 and Begin General Vector Discussion.mp4
β βββ 003 Continue General Vector Discussion.mp4
β βββ 004 More General Vector Examples.mp4
β βββ 005 More on Vectors and Vector Equality.mp4
β βββ 006 Extended Vector Example and Exercise.mp4
βββ 04 Finish Vectors and Begin Matrices
β βββ 001 Finish Vector Discussion.mp4
β βββ 002 Vector-Maker Exercise Solutions.mp4
β βββ 003 Begin Discussion of Matrices and Arrays.mp4
β βββ 004 Filtering Matrices and More Examples.mp4
β βββ 005 Still More Matrices Examples.mp4
βββ 05 Finish Matrices and Begin Lists Discussion
β βββ 001 Min-Merge Vector Exercise Solutions.mp4
β βββ 002 Game of Craps Exercise Solution.mp4
β βββ 003 Naming Matrix Rows and Columns.mp4
β βββ 004 Lists General List Operations.mp4
β βββ 005 Processing Text with Lists.mp4
β βββ 006 Applying Functions to Lists.mp4
β βββ 007 Vector and Matrix Exercise.mp4
βββ 06 Continue Lists Discussion
β βββ 001 Review Programming Exercises.mp4
β βββ 002 Finish Programming Exercise Review and Begin Discussing Lists.mp4
β βββ 003 List Data Structures General Discussion part 2.mp4
β βββ 004 List Data Structures General Discussion part 3.mp4
β βββ 005 Lists Data Structures General Discussion part 4.mp4
βββ 07 Details About Dataframe Data Structures
β βββ 001 Dataframe-Maker Exercise.mp4
β βββ 002 List-Maker Exercise Begin General Dataframe Discussion.mp4
β βββ 003 Extracting Subdata Frames.mp4
β βββ 004 A Salary Survey Extended Example.mp4
β βββ 005 Merging Dataframes.mp4
β βββ 006 End Dataframes Discussion Matrix Exercise.mp4
βββ 08 More Matrix and List Examples
β βββ 001 Covariance Matrix Exercise Solution.mp4
β βββ 002 List Example Tree Growth part 1.mp4
β βββ 003 List Example Tree Growth part 2.mp4
β βββ 004 Factor Data Types.mp4
β βββ 005 Factors tapply and split Functions.mp4
β βββ 006 Factor Levels versus Values.mp4
β βββ 007 Pascals Triangle Exercise.mp4
βββ 09 Programming in R Environments
β βββ 001 Pascals Triangle Exercise Solution.mp4
β βββ 002 Begin Programming Structures.mp4
β βββ 003 Environment and Scope Issues.mp4
β βββ 004 Nesting Multiple Environments.mp4
β βββ 005 Referencing Variables in Other Frames.mp4
β βββ 006 Writing to Global Variables and Recursion.mp4
β βββ 007 Replacement and Anonymous Functions.mp4
β βββ 008 Sorting Programs Exercise.mp4
βββ 10 Performing Math and Simulations
β βββ 001 Sorting Programs Exercise Solution part 1.mp4
β βββ 002 Sorting Programs Exercise Solution part 2.mp4
β βββ 003 Calculating a Probability.mp4
β βββ 004 Linear Algebra Operations.mp4
β βββ 005 Set Operations and Simulation.mp4
β βββ 006 Combinatorial Simulations part 1.mp4
β βββ 007 Combinatorial Simulations part 2.mp4
β βββ 008 Winning at Roulette Exercise.mp4
βββ 11 Object Oriented Programming OOP and S3 and S4 Classes
β βββ 001 Winning at Roulette Exercise solution.mp4
β βββ 002 Introduction to OOP in R.mp4
β βββ 003 OOP Example lm Function.mp4
β βββ 004 Writing S3 Classes.mp4
β βββ 005 Using Inheritance.mp4
β βββ 006 Compressing Matrices Example part 1.mp4
β βββ 007 Compressing Matrices Example part 2.mp4
β βββ 008 Writing S3 Classes Exercise.mp4
β βββ 009 Writing S4 Classes.mp4
β βββ 010 Implementing S4 Generic Functions.mp4
β βββ 011 Writing S4 Classes Exercise.mp4
β βββ 012 Live S3 and S4 Class Development.mp4
β βββ 013 Continue S3 Class Development.mp4
β βββ 014 Developing a Corresponding S4 Class.mp4
βββ 12 Input and Output
β βββ 001 Writing S3 Classes Exercise Solution.mp4
β βββ 002 Writing S4 Classes Exercise Solution.mp4
β βββ 003 Using the scan Function for Input.mp4
β βββ 004 Using the readline, cat and print Functions.mp4
β βββ 005 Using readLines Function Text Data.mp4
β βββ 006 Example R Program powers.R.mp4
β βββ 007 Example R Program quad2b.R.mp4
β βββ 008 Reading and Writing Files part 1.mp4
β βββ 009 Reading and Writing Files part 2.mp4
βββ 13 String Processing and Manipulation
β βββ 001 Character and String Manipulation.mp4
β βββ 002 Displaying and Concatenating Strings part 1.mp4
β βββ 003 Displaying and Concatenating Strings part 2.mp4
β βββ 004 Manipulating Parts of a String.mp4
β βββ 005 Breaking Apart Character Values.mp4
β βββ 006 Regular Expressions slides.mp4
β βββ 007 Regular Expression Examples R scripts, part 1.mp4
β βββ 008 Regular Expression Examples R scripts, part 2.mp4
β βββ 009 The Regexpr and Gregexpr Functions part 1.mp4
β βββ 010 The Regexpr and Gregexpr Functions part 2.mp4
β βββ 011 Testing a Filename for a Suffix.mp4
β βββ 012 Forming Filenames Example.mp4
β βββ 013 Substitutions and Tagging.mp4
β βββ 014 Reverse String Exercise.mp4
βββ 14 Enhancing Program Execution Performance
βββ 002 Enhancing Performance.mp4
also You can watch my other last: Programming-posts
General
Complete name : 002 Finish Programming Exercise Review and Begin Discussing Lists.mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 94.6 MiB
Duration : 15mn 16s
Overall bit rate mode : Variable
Overall bit rate : 866 Kbps
Encoded date : UTC 2015-08-16 13:08:19
Tagged date : UTC 2015-08-16 13:08:19
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Baseline@L3.2
Format settings, CABAC : No
Format settings, ReFrames : 3 frames
Format settings, GOP : M=1, N=50
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 15mn 16s
Bit rate : 799 Kbps
Maximum bit rate : 8 217 Kbps
Width : 1 280 pixels
Height : 720 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 30.000 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.029
Stream size : 87.3 MiB (92%)
Writing library : Zencoder Video Encoding System
Encoded date : UTC 2015-08-16 13:06:33
Tagged date : UTC 2015-08-16 13:08:19
Color range : Limited
Color primaries : BT.709
Transfer characteristics : BT.709
Matrix coefficients : BT.709
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 15mn 16s
Bit rate mode : Variable
Bit rate : 64.0 Kbps
Maximum bit rate : 73.4 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 KHz
Compression mode : Lossy
Stream size : 6.99 MiB (7%)
Encoded date : UTC 2015-08-16 13:06:33
Tagged date : UTC 2015-08-16 13:08:19
Complete name : 002 Finish Programming Exercise Review and Begin Discussing Lists.mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom
File size : 94.6 MiB
Duration : 15mn 16s
Overall bit rate mode : Variable
Overall bit rate : 866 Kbps
Encoded date : UTC 2015-08-16 13:08:19
Tagged date : UTC 2015-08-16 13:08:19
Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Baseline@L3.2
Format settings, CABAC : No
Format settings, ReFrames : 3 frames
Format settings, GOP : M=1, N=50
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 15mn 16s
Bit rate : 799 Kbps
Maximum bit rate : 8 217 Kbps
Width : 1 280 pixels
Height : 720 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 30.000 fps
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.029
Stream size : 87.3 MiB (92%)
Writing library : Zencoder Video Encoding System
Encoded date : UTC 2015-08-16 13:06:33
Tagged date : UTC 2015-08-16 13:08:19
Color range : Limited
Color primaries : BT.709
Transfer characteristics : BT.709
Matrix coefficients : BT.709
Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : 40
Duration : 15mn 16s
Bit rate mode : Variable
Bit rate : 64.0 Kbps
Maximum bit rate : 73.4 Kbps
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 KHz
Compression mode : Lossy
Stream size : 6.99 MiB (7%)
Encoded date : UTC 2015-08-16 13:06:33
Tagged date : UTC 2015-08-16 13:08:19
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