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R Programming: Statistical Concepts

R Programming: Statistical Concepts

By Skill Up

4.8(9)
  • 30 Day Money Back Guarantee
  • Completion Certificate
  • 24/7 Technical Support

Highlights

  • On-Demand course

  • 3 hours 26 minutes

  • All levels

Description

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.

Course Curriculum

Module 01: Introduction to the Course

โ–ถ

Introduction

๐Ÿ• 00:03:00

Module 02: Simple Linear Regression

โ–ถ

Install R, RStudio and Basic Functionality

๐Ÿ• 00:08:00

โ–ถ

Basics of Linear Regression

๐Ÿ• 00:03:00

โ–ถ

Basics of Linear Regression continued

๐Ÿ• 00:03:00

Module 03: Linear Regression Analysis

โ–ถ

Linear Relationships

๐Ÿ• 00:09:00

โ–ถ

Line of Best Fit, SSE and MSE

๐Ÿ• 00:05:00

โ–ถ

Linear Regression Analysis Continued

๐Ÿ• 00:02:00

โ–ถ

Regression Results and Interpretation

๐Ÿ• 00:11:00

โ–ถ

Predicting Future Profits

๐Ÿ• 00:13:00

โ–ถ

Statistical Validity Tests

๐Ÿ• 00:09:00

โ–ถ

Statistical Validity Discussion

๐Ÿ• 00:07:00

Module 04: Multiple Linear Regression

โ–ถ

Multiple Linear Regression

๐Ÿ• 00:06:00

โ–ถ

Importing the data

๐Ÿ• 00:04:00

โ–ถ

Correlation Matrix and MLR

๐Ÿ• 00:08:00

โ–ถ

MLR Results and ANOVA

๐Ÿ• 00:07:00

โ–ถ

The Best Model?

๐Ÿ• 00:05:00

โ–ถ

Interaction Terms and Validity Testing

๐Ÿ• 00:18:00

โ–ถ

ANOVA and Predictions

๐Ÿ• 00:18:00

Module 05: Non-linear Regression

โ–ถ

Non-linear Regression (and Recap)

๐Ÿ• 00:07:00

โ–ถ

Logistic Regression Overview

๐Ÿ• 00:22:00

โ–ถ

Logistic Regression: Odds, Logs and Poisson

๐Ÿ• 00:13:00

โ–ถ

Logistic Regression: Fitting the Models in R

๐Ÿ• 00:24:00

About The Provider

Skill Up
Skill Up
4.8(9)

Skill Up presents a rigorous online education experience, helping you obtain industry-relevant skills certified by the worldโ€™s...

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