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Course Curriculum

Course Curriculum

Module 01: Introduction to the Course
Introduction 00:03:00
Module 02: Simple Linear Regression
Install R, RStudio and Basic Functionality 00:08:00
Basics of Linear Regression 00:03:00
Basics of Linear Regression continued 00:03:00
Module 03: Linear Regression Analysis
Linear Relationships 00:09:00
Line of Best Fit, SSE and MSE 00:05:00
Linear Regression Analysis Continued 00:02:00
Regression Results and Interpretation 00:11:00
Predicting Future Profits 00:13:00
Statistical Validity Tests 00:09:00
Statistical Validity Discussion 00:07:00
Module 04: Multiple Linear Regression
Multiple Linear Regression 00:06:00
Importing the data 00:04:00
Correlation Matrix and MLR 00:08:00
MLR Results and ANOVA 00:07:00
The Best Model? 00:05:00
Interaction Terms and Validity Testing 00:18:00
ANOVA and Predictions 00:18:00
Module 05: Non-linear Regression
Non-linear Regression (and Recap) 00:07:00
Logistic Regression Overview 00:22:00
Logistic Regression: Odds, Logs and Poisson 00:13:00
Logistic Regression: Fitting the Models in R 00:24:00

R Programming: Statistical Concepts

4.9( 8 REVIEWS )
299 STUDENTS
$346.11 $34.75
R Programming: Statistical Concepts
  • Course Highlights

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step training course. This R Programming: Statistical Concepts has been specially designed to help learners gain a good command of R Programming: Statistical Concepts, providing them with a solid foundation of knowledge to become a qualified professional.

Through this R Programming: Statistical Concepts, you will gain both practical and theoretical understanding of R Programming: Statistical Concepts that will increase your employability in this field, help you stand out from the competition and boost your earning potential in no time.

Not only that, but this training includes up-to-date knowledge and techniques that will ensure you have the most in-demand skills to rise to the top of the industry. This qualification is fully accredited, broken down into several manageable modules, ideal for aspiring professionals.

  • Learning outcome
  • Get a deep understanding of the R Programming: Statistical Concepts just in hours not years
  • Familiar yourself with the recent development and updates of the relevant industry
  • Know how to use your theoretical and practical knowledge to adapt in any working environment
  • Get help from our expert tutors anytime you need
  • Access to course contents that are designed and prepared by industry professionals
  • Study at your convenient time and from wherever you want
  • Requirements
  • No formal qualifications required, anyone from any academic background can take this course.
  • Access to any internet-enabled smart device.
  • Why should I take this course?
  • 3+ hours of on-demand video lectures and downloadable resources.
  • Affordable premium-quality E-learning content, you can learn at your own pace.
  • You will receive a completion certificate upon completing the course.
  • Internationally recognized Accredited Qualification will boost up your resume.
  • You will learn the researched and proven approach adopted by successful salespeople to transform their careers.
  • You will be able to incorporate various practical sales techniques successfully and understand your customers better.

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