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1 Students
21 Lessons
Beginner

What Will You Learn?

  • Using different packages for data manipulation, visualization and other tasks
  • Pulling in and pushing out data from R environment
  • Solving business problems while learning
  • Building loops, variables, statements and more

Curriculum

5h 13m
Section 1: Introduction to R
16:40
Section 2: Introduction to R Programming
11:43
Section 3: Data Input and Output
23:48
Section 4: Setting up Control Flow
23:16
How to Use If Statements in R
12:39
Section 5: Core Concepts of R Programming
59:31
Vectors
09:27
Functions
13:56
Packages
19:01
Business Problem
17:07
Section 6: Matrix Construction in R
07:28
Matrices
07:28
Section 7: R Data Frame
13:09
Data Frames
13:09
Section 8: Apply a Function over a List or Vector
17:47
Lists and Lapply
17:47
Section 9: Data Manipulation in R Dplyr
22:41
Data Manipulation and Dplyr
22:41
Section 10: Data Visualization in R using ggplot2
48:10
Basic Plots - ggplot Visualizations
16:24
Additional Plotting
16:32
Advanced Plotting
15:14
Section 11: Introduction to Machine Learning
1:05:19
Intro to Machine Learning
21:42
K-means Clustering
21:14
Decision Trees
22:23
Section 12: R Conclusion
04:27
Conclusion
04:27

Description

Requirements

  • Access to the Internet
  • One of the more recent versions of R
  • Downloading RStudio would be also helpful

About the Instructor

Reviews 2
Students 160
Courses 41

Mammoth Interactive gives you the necessary tools to bring your ideas to life. It’s been founded and is lead by John Bura, a well-known instructor with over 20 years of programming and 15 years of teaching experience.

Mammoth Interactive has produced games that conquered the top positions in the App store. Their games for iPhone, iPad, XBOX 360 and more have been highly valued. Also, the company has been contracted for the production of soundtracks, addicting levels, programming, and business development.

Back in 2011, Mammoth Interactive’s CEO John Bura has entered the software education market sharing his expert knowledge. He’s a master of bringing his unique perspective backed by years of experience in teaching and running a software company, as well as real-world coding. He’s gathered a team of competent experts each in their subfields who are sharing the best of their knowledge.

Mammoth Interactive has hundreds of thousands of students leaving five-star reviews once they finish the courses. On BitDegree, you can form your entire learning paths only when looking at the list of online courses offered by Mammoth Interactive teachers. Anything from coding to kids to creating games, gaining expert Python/R/C#, etc. skills or making stunning 3D arts with Blender. It’s just an inexhaustible source of knowledge – go on and make use of it!

BitDegree platform reviews

Our students say Excellent
9.5 out of 10
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