People Analytics 101 : HR Analytics Fundamentals

People Analytics 101 : HR Analytics Fundamentals

People Analytics 101 : HR Analytics Fundamentals

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Description

PEOPLE ANALYTICS 101 : HR ANALYTICS FUNDAMENTALS

What you’ll learn
  • Business problems can be solved by a step by step approach.
  • Understand how to build a statistical model.
  • The journey of data.
  • The importance of HR analytic.
  • There are areas where you can use analytics.
  • There is an understanding of HR metrics.
  • There is a business problem that is important. You will learn how to convert a business problem into a statistical problem.
  • Understand the science behind gathering the data and how to do it correctly.
  • Understand how to create an efficient data dictionary.
  • In your dataset, identify the dependent and independent variables.
  • Understand the different file formats that the data is stored in.
  • Various methods to measure data.
  • Understand the steps involved in hypothesis testing.
  • You can learn the concepts of feature engineering.
  • Installation of files and packages can be done with R and Rstudio.
  • Supervised and unsupervised learning techniques are used in machine learning.

Requirements
  • Anyone can take this course. You do not need any prior knowledge or additional equipment.

Description
Who this course is for:
  • HR Professionals who want to incorporate data analysis into their practice.
  • Managers who want to make data-driven decisions about employee, teams and their management practices.
  • Data Analysis professionals looking to apply their skills to people management decisions.
  • Students learning HR.
  • Students or any individual who want to advance into HR.
  • Business owners and Entrepreneurs.

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