Applied Statistics using R with Data Processing

(Instant booking on GulfTalent)
Location
Online
Dates
Can be taken anytime
Course Type
Professional Training Course
Accreditation
Yes (Details)
Language
English
Course Fee
$10

Course Overview

About this Course:

This is the bite size course to learn R Programming for Applied Statistics. In CRISP DM data mining process, Applied Statistics is at the Data Understanding stage. This course also covers Data processing, which is at the Data Preparation Stage.

You will need to know some R programming, and you can learn R programming from my "Create Your Calculator: Learn R Programming Basics Fast" course. You will learn R Programming for applied statistics and you will be able

You can take the course as follows, I may allow you to have the SVBook certificate in Data Mining using R in future after you passed a quiz and completed all the courses below:

  • Create Your Calculator: Learn R Programming Basics Fast (R Basics)
  • Applied Statistics using R with Data Processing (Data Understanding and Data Preparation)
  • Advanced Data Visualizations using R with Data Processing (Data Understanding and Data Preparation, in future)
  • Machine Learning with R (Modeling and Evaluation)
  • I will create advanced data visualizations using R for data understanding stage and includes some data processing for data preparation stage in future.

References:

This course is actually based on the Learn R for Applied Statistics book I have published at Apress.

Basic knowledge:

  • Computer Knowledge
  • Basic coding knowledge

Who should take this course

Who is the target audience?

Any one who desires to learn it.

Accreditation

Course Completion Certificate

Course content

What you will learn:

Content:

  • Getting Started
  • Getting Started 2
  • Getting Started 3
  • Data Mining Process
  • Download Data set
  • Read Data set
  • Mode
  • Median
  • Mean
  • Range
  • Range 2
  • Range 3
  • IQR
  • Qunatile
  • Population Variance
  • Sample Variance
  • Variance
  • Standard Deviation
  • Normal Distribution
  • Skewness and Kurtosis
  • Summary() and Str()
  • Correlation
  • Covariance
  • Inferential Statistics Tests
  • One Sample T Test
  • Two Sample Unpaired T Test
  • Two Sample Unpaired T Test (Variance not Equal)
  • Two Sample Paired T Test
  • Chi Square Test
  • One Way ANOVA
  • Two Way ANOVA
  • MANOVA
  • Simple Linear Regression
  • Multiple LInear Regression
  • Data Processing: Select Variables
  • Data Processing: Sort Data
  • Data Processing: Filter Data
  • Data Processing: Remove Missing Values and Remove Duplicates

About Course Provider

Simpliv LLC, a platform for learning and teaching online courses. We basically focus on online learning which helps to learn business concepts, software technology to develop personal and professional goals through video library by recognized industry experts or trainers.

Why Simpliv

With the ever-evolving industry trends, there is a constant need of the professionally designed learning solutions that deliver key innovations on time and on a budget to achieve long-term success.

Simpliv understands the changing needs and allows the global learners to evaluate their technical abilities by aligning the learnings to key business objectives in order to fill the skills gaps that exist in the various business areas including IT, Marketing, Business Development, and much more.

How to enroll?

You can book the course instantly by paying on GulfTalent.

(Instant booking on GulfTalent)

Frequently asked questions

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