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Roger Peng s R Programing

Track :

Programming

Lessons no : 55

For Free Certificate After Complete The Course

To Register in Course you have to watch at least 30 Second of any lesson

Join The Course Go To Community Download Course Content

What will you learn in this course?
  • Master R programming for statistical analysis, data visualization, and data manipulation using R language and RStudio tools
  • Apply R to perform data cleaning, transformation, and exploratory data analysis for real-world datasets
  • Create compelling data visualizations and graphics with ggplot2, lattice, and base R plotting functions
  • Implement statistical models and hypothesis testing techniques using R for accurate data insights
  • Develop reproducible research workflows and scripts in R to ensure transparency and efficiency
  • Utilize R packages for advanced data analysis, machine learning, and predictive modeling tasks
  • Interpret and communicate data analysis results effectively through visualizations and reports in R
  • Troubleshoot common R programming errors and optimize code for performance and scalability
  • Integrate R with other data science tools and databases for comprehensive data analysis projects
  • Leverage R for automation of data workflows, report generation, and dynamic dashboards
  • Apply best practices in data security, version control, and ethical considerations in R programming
  • Build a strong foundation in R programming to support further learning in data science and analytics

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 55
Roger Peng s R Programming Course | Installing R on a Mac
00:01:45

Roger Peng s R Programming Course | Installing R on a Mac
Roger Peng s R Programming Course | Installing R on Windows
00:03:02

Roger Peng s R Programming Course | Installing R on Windows
Roger Peng s R Programming Course | Installing R on Windows
00:01:37

Roger Peng s R Programming Course | Installing R on Windows
Roger Peng s R Programming Course | Writing Code Setting Your Working Directory Windows
00:07:21

Roger Peng s R Programming Course | Writing Code Setting Your Working Directory Windows
Roger Peng s R Programming Course | Introduction
00:01:21

Roger Peng s R Programming Course | Introduction
Roger Peng s R Programming Course | Writing Code Setting Your Working Directory Mac
00:07:45

Roger Peng s R Programming Course | Writing Code Setting Your Working Directory Mac
Roger Peng s R Programming Course | Overview and History of R
00:16:08

Roger Peng s R Programming Course | Overview and History of R
Roger Peng s R Programming Course | Getting Help
00:13:54

Roger Peng s R Programming Course | Getting Help
Roger Peng s R Programming Course | R Console Input and Evaluation
00:04:47

Roger Peng s R Programming Course | R Console Input and Evaluation
Roger Peng s R Programming Course | Data Types R Objects and Attributes
00:04:44

Roger Peng s R Programming Course | Data Types R Objects and Attributes
Roger Peng s R Programming Course | Data Types Vectors and Lists
00:06:28

Roger Peng s R Programming Course | Data Types Vectors and Lists
Roger Peng s R Programming Course | Data Types Matrices
00:03:25

Roger Peng s R Programming Course | Data Types Matrices
Roger Peng s R Programming Course | Data Types Factors
00:04:32

Roger Peng s R Programming Course | Data Types Factors
Roger Peng s R Programming Course | Data Types Missing Values
00:02:11

Roger Peng s R Programming Course | Data Types Missing Values
Roger Peng s R Programming Course | Data Types Data Frames
00:02:45

Roger Peng s R Programming Course | Data Types Data Frames
Roger Peng s R Programming Course | Data Types Names Attribute
00:01:50

Roger Peng s R Programming Course | Data Types Names Attribute
Roger Peng s R Programming Course | Data Types Summary
00:00:45

Roger Peng s R Programming Course | Data Types Summary
Roger Peng s R Programming Course | Reading Tabular Data
00:05:52

Roger Peng s R Programming Course | Reading Tabular Data
Roger Peng s R Programming Course | Reading Large Tables
00:07:09

Roger Peng s R Programming Course | Reading Large Tables
Roger Peng s R Programming Course | Textual Data Formats
00:04:59

Roger Peng s R Programming Course | Textual Data Formats
Roger Peng s R Programming Course | Connections Interfaces to the Outside World
00:04:36

Roger Peng s R Programming Course | Connections Interfaces to the Outside World
Roger Peng s R Programming Course | Subsetting Basics
00:04:14

Roger Peng s R Programming Course | Subsetting Basics
Roger Peng s R Programming Course | Subsetting Lists
00:04:46

Roger Peng s R Programming Course | Subsetting Lists
Roger Peng s R Programming Course | Subsetting Matrices
00:02:51

Roger Peng s R Programming Course | Subsetting Matrices
Roger Peng s R Programming Course | Subsetting Partial Matching
00:01:43

Roger Peng s R Programming Course | Subsetting Partial Matching
Roger Peng s R Programming Course | Subsetting Removing Missing Values
00:04:00

Roger Peng s R Programming Course | Subsetting Removing Missing Values
Roger Peng s R Programming Course | Vectorized Operations
00:03:47

Roger Peng s R Programming Course | Vectorized Operations
Roger Peng s R Programming Course | Control Structures Introduction
00:00:55

Roger Peng s R Programming Course | Control Structures Introduction
Roger Peng s R Programming Course | Introduction to swirl
00:01:08

Roger Peng s R Programming Course | Introduction to swirl
Roger Peng s R Programming Course | Control Structures If else
00:01:59

Roger Peng s R Programming Course | Control Structures If else
Roger Peng s R Programming Course | Control Structures For loops
00:04:26

Roger Peng s R Programming Course | Control Structures For loops
Roger Peng s R Programming Course | Control Structures While loops
00:03:23

Roger Peng s R Programming Course | Control Structures While loops
Roger Peng s R Programming Course | Control Structures Repeat Next Break
00:04:57

Roger Peng s R Programming Course | Control Structures Repeat Next Break
Roger Peng s R Programming Course | Your First R Function
00:10:30

Roger Peng s R Programming Course | Your First R Function
Roger Peng s R Programming Course | Functions part 1
00:09:18

Roger Peng s R Programming Course | Functions part 1
Roger Peng s R Programming Course | Functions part 2
00:07:14

Roger Peng s R Programming Course | Functions part 2
Roger Peng s R Programming Course | Scoping Rules Symbol Binding
00:10:33

Roger Peng s R Programming Course | Scoping Rules Symbol Binding
Roger Peng s R Programming Course | Scoping Rules R Scoping Rules
00:08:34

Roger Peng s R Programming Course | Scoping Rules R Scoping Rules
Roger Peng s R Programming Course | Scoping Rules Optimization Example OPTIONAL
00:09:22

Roger Peng s R Programming Course | Scoping Rules Optimization Example OPTIONAL
Roger Peng s R Programming Course | Coding Standards
00:09:00

Roger Peng s R Programming Course | Coding Standards
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If you're passionate about the statistical calculation and data visualization portions of data analysis, R could be a good fit for you. If, on the other hand, you're interested in becoming a data scientist and working with big data, artificial intelligence, and deep learning algorithms, Python would be the better fit .