Beginners R Programming: Data Science and Machine Learning
Introduction to R Programming for Data Science and Machine Learning Beginners
Created by John Bura
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Skill level
All levels
02
Sections
12
03
Lectures
22
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Instructor
John Bura
What's inside
This course includes.
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12
Sections
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22
Lectures
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20
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 01. Introduction to R 2 lectures
01. Introduction to R
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Full Course Source files
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+ 02 Introduction to R Programming 1 lecture
Introduction to R Variables
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+ 03. Data Input and Output 2 lectures
03.01. Data Input
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03.02. Data Output
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+ 04. Setting up Control Flow 2 lectures
04.01. Loops
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04.02 How to Use If Statements in R
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+ 05. Core Concepts of R Programming 4 lectures
05.01. Vectors
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05.02. Functions
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05.03. Packages
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05.04. Business Problem
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+ 06 Matrix Construction in R 1 lecture
06.01. Matrices
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+ 07 R Data Frame 1 lecture
07.01. Data Frames
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+ 08 Apply a Function over a List or Vector 1 lecture
08.01. Lists and Lapply
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+ 09 Data Manipulation in R Dplyr 1 lecture
09.01. Data Manipulation and Dplyr
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+ 10 Data Visualization in R using ggplot2 3 lectures
10.01 Basic Plots - ggplot Visualizations
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10.02. Additional Plotting
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10.03. Advanced Plotting
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+ 11 Introduction to Machine Learning 3 lectures
11.01. Intro to Machine Learning
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11.02. K-means Clustering
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11.03. Decision Trees
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+ 12. R Conclusion 1 lecture
01. Conclusion
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Description
About this course.
Course Title: "Beginners R Programming: Data Science and Machine Learning"
Course Description:
Embark on your journey into the world of data science and machine learning with our comprehensive course, "Beginners R Programming: Data Science and Machine Learning." Tailored for individuals new to R programming, this program provides an immersive experience in learning the fundamentals of R, a powerful language for statistical computing and data analysis.
Throughout the course, participants will engage in hands-on coding exercises, real-world projects, and interactive lessons. By the end of the program, beginners will have acquired a solid foundation in R programming and be equipped to apply their skills in data science and machine learning endeavors.
Join us in the "Beginners R Programming: Data Science and Machine Learning" course and unlock the potential of R for your data-driven aspirations.
Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
Introduction to R Programming for Data Science and Machine Learning Beginners