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2 Students
31 Lessons
Beginner

What You Will Learn?

  • Learn to install packages
  • Learn different techniques of handling data
  • Learn to work with data outliers

Curriculum

5h 15m
Section 1: Introduction to R and Datasets
03:37
Section 3: Functions in R
52:56
Setting up Functions
25:18
Functions to Sensitivity
27:38
Section 4: Regression Models
1:32:12
Intro to Regressions Models
02:32
Review of Linear Regression
12:30
Multiple Linear Regression
13:19
Correlation
08:12
Training and Testing your Model
10:56
Box Plotting your Error
06:41
Testing Several Models
13:25
Box Plotting more errors
03:24
Using Reg Subset
10:46
Shrinkage Method
08:55
Challenge
01:32
Section 5: Classification Models
1:30:41
Introduction
01:18
Logistic Regression
24:03
LDA (Linear Discriminant Analysis)
08:58
Decision Tree
10:24
Random Forest
08:00
Forest Testing
11:12
Support Vector Machine
09:56
Tuning Support Vector Machine
15:00
Challenge
01:50
Section 6: RMarkDown and Excel
20:44
Working with R Mark Down
10:45
Exporting to Excel From R
09:59

Description

Requirements

  • You should already know what is R programming language
  • RStudio

About the Instructor

Reviews 2
Students 102
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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