People Analytics 101 : HR Analytics Fundamentals
Conceptualize the Basics of Statistical Model Building.
4.25 (1772 reviews)
6,332
students
9 hours
content
Apr 2021
last update
$74.99
regular price
What you will learn
A Step by Step Approach to solve Business Problems in the area of People Analytics.
Understand the concepts of Statistical model building.
Journey of Analytics.
HR analytics and its importance.
Employee life cycle the areas where you can use analytics.
Get an understanding of HR metrics and the Journey from Metrics to Analytics.
Identify a business problem and its importance. You’ll also learn how to convert a business problem into statistical problem.
Understand the science behind gathering the data from various sources and how to do it right.
Understand how to create an efficient data dictionary for better understanding and future reference.
Identify the dependent and independent variable in your dataset.
Understand and learn about various file formats in which the data is stored Understand the steps involved in data preparation.
Various methods to measure Central Tendency, Variability and Shape of data.
Understand the steps involved in hypothesis testing, Univariate and Bi-variate Analysis.
Learn the concepts of Feature Engineering.
R and Rstudio: Installation, importing files and installation of packages.
Understand the concept of Machine Learning – Supervised and Unsupervised Learning Techniques.
Screenshots
Related Topics
2326502
udemy ID
4/17/2019
course created date
10/13/2019
course indexed date
Bot
course submited by