Overview What You Will Learn Curriculum Instructor

Course Overview

R is one of the most powerful programming languages, for statistical computing and graphical presentation to analyze and visualize data.

In this course, you'll learn how to code with R from the R basics to the R advanced concepts. Also, you will explore how the R programming language can be used today for data analysis and the production of beautiful data visualizations and graphics. Moreover, every single topic and tool in this course will be explained theoretically and practically with real examples step by step.

By the end of the course, you'll be a certified R Programming professional.

The necessary resources for this course are in the "Resources" section of Video 1.1. You can also access them through this direct link - https://github.com/ec-council-learning/Data-Science-R-Programming-Complete-Diploma

What You Will Learn

  • Learn about R working tools and environment for professionals
  • Practice the R syntax and how to explain and describe the code using comments
  • Learn Variables
  • Values and assignments
  • Hands on performing mathematical operations
  • type conversion built-in functions and many useful built-in functions for math operations
  • How to work with collection of characters and strings in R
  • also essential character operations
  • Learn Handling different operations on variables and values by using different types of operators
  • All the Data Structures in R such as vectors
  • lists
  • matrices
  • data frames and factors. And also all the essential operations for these data structures
  • Decision making by using conditional statements in R
  • Hands on Data visualizations and Graphics in R: drawing points
  • line plotting
  • pie charts
  • bar charts
  • histograms and more
  • Get to know about Statistics and data analysis concepts: datasets
  • many built-in functions
  • techniques and tools for statistical operations

Program Curriculum

  • Downloading and Installing R
  • Chapter 1 Quiz
  • Downloading and Installing the RStudio IDE
  • Setup Working Directory
  • $7 Million Cybersecurity Scholarship by EC-Council

  • Variables in Detail 1
  • Variables in Detail 2
  • Variables in Detail 3
  • Variables in Detail 4
  • Data Types 1
  • Data Types 2
  • Data Types 3
  • Code Hints
  • Chapter 2 Quiz

  • Type of Numbers
  • Type Conversion
  • Chapter 3 Quiz
  • Math Operations

  • Strings 1
  • Strings 2
  • Strings 3
  • Strings 4
  • Strings 5
  • Strings 6
  • Strings 7
  • Chapter 4 Quiz

  • Logical Values 1
  • Logical Values 2
  • Operators 1
  • Operators 2
  • Operators 3
  • Operators 4
  • Operators 5
  • Chapter 5 Quiz

  • DS - Vectors 1
  • DS - Vectors 2
  • DS - Vectors 3
  • DS - Vectors 4
  • DS - Vectors 5
  • DS - Vectors 6
  • DS - Vectors 7
  • Chapter 6 Quiz

  • DS - Lists 1
  • DS - Lists 2
  • DS - Lists 3
  • DS - Lists 4
  • Chapter 7 Quiz

  • DS - Matrices 1
  • DS - Matrices 2
  • DS - Matrices 3
  • DS - Matrices 4
  • DS - Matrices 5
  • Chapter 6 Quiz

  • DS - Arrays 1
  • DS - Arrays 2
  • DS - Arrays 3
  • DS - Arrays 4
  • DS - Arrays 5
  • Chapter 9 Quiz

  • DS - Data Frame 1
  • DS - Data Frame 2
  • DS - Data Frame 3
  • DS - Data Frame 4
  • DS - Data Frame 5
  • DS - Data Frame 6

  • DS - Factors 1
  • DS - Factors 2
  • DS - Factors 3
  • DS - Factors 4

  • Conditional Statements 1
  • Conditional Statements 2
  • Conditional Statements 3
  • Conditional Statements 4

  • While Loop 1
  • While Loop 2
  • While Loop 3
  • For Loop 1
  • For Loop 2
  • For Loop 3
  • For Loop 4

  • Functions 1
  • Functions 2
  • Functions 3
  • Functions 4
  • Functions 5

  • Statistics 1
  • Statistics 2
  • Statistics 3
  • Statistics 4
  • Statistics 5
  • Chapter 6 Quiz
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Instructor

Ahmed Ibrahim

Ahmed Ibrahim has taught more than 300,000 developers and engineers from over 175 countries around the world. He has experience with many programming languages and tools. He also possesses proficient knowledge and experience in Software Engineering and Data Science with skills to analyze, design, and develop. He has a Bachelor's degree in Electrical, Communications, and Computer Engineering.

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