# Â HR Analytics Using R

**The Module will teach you to:**

â€¢ Investigate what part does the objective factors of the company play to influence in attrition of employees

â€¢ Understand theÂ **working environment that causes attrition**

â€¢ Comprehend the steps involved in data preparation.

â€¢ Get proficient in methods to measure Central Tendency, Variability and Shape of data.

â€¢ Get involved inÂ **better hiring practices**

â€¢ Learn the skill of task automation

â€¢ Acquire skill inÂ **Process improvement**

â€¢ Get more competent in managing a productive workforce

â€¢Â **Learn different types of plots**

â€¢ Grasp to summarize the data graphically

â€¢ Get proficient in doing improved workforce planning through informed talent development

â€¢ Become proficient in graphical analysis of the data.

â€¢ Put in machine learning on HR Data for futuristic insights.

#### Module - Course Content

**Section : Module : Analytical Definition****Â ****and Application**

Â Analytics

Â Analytics Part-2

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**Section : Module : About R: R****Â ****Installation**

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Â R Introduction

Â R studio installation & how to update RÂ regulary

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**Section : Module : Entering and Reading****Â ****data/Data Import and Export**

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Â Importing and Exporting Data in R

Â Importing and Exporting Data in R Part-2

Â Exporting Data in R

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**Section : Module : Operators in R**

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Â Operators of R

Â Operators of R Part-2

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**Section : Module : Data Types and Data****Â ****Structures**

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Â Data Structure

Â Data Structure Part-2

Â Data Structure Part-3

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**Section : Module : Handling packages in****Â ****R**

Â Handling packages in R

**Section : Module : Subsetting Data in R**

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Â Subsetting Data in R

Â Subset Command

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**Section : Module : Data Management in****Â ****R**

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Â Data Management in R

Â Â Adding, Removing Row, Column

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**Section : Module : Descriptive Statistics**

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Â Descriptive Statistics in R

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**Section : Module : Apply Family in R**

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Â Apply Family

Â Apply Family Part-2

Â Apply Family Part-3

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**Section : Module : Aggregate and****Â ****Table Command**

Â Aggregate Function in RÂ

Â Aggregate Table Function & Use

Â Aggregate Table Function & Use Part-2

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**Section : Module : Data Manipulation****Â ****in R**

Â Data Manipulation in R

Â Data Manipulation in R Part-Â 2

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**Section : Module : Summarising the****Â ****data graphically**

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Â Basic GraphsÂ

Â Basic Graphs Part-2

Â Box Plot

Â Bar Plots

Â Histogram

Â Pie Charts

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**Section : Module : ggplot – Graphical****Â ****Analysis**

Â GG Plot Intro

Â ggscatter_plotÂ 1

Â ggscatter_plot Part-Â 2

Â GG Bar Plot

Â GG Plot Heat Map

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**Section : Multi-Linear Regression**

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Â Multi-Linear Regression in R

Â Multi-Linear Regression in R Part-2

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**Section : Module : Logistic Regression**

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Â Logistic Regression In R

Â Logistic regression model

Â Logistic regression model Part 2

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